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市场调查报告书
商品编码
1782865

全球材料资讯学市场

Material Informatics

出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 385 Pages | 商品交期: 最快1-2个工作天内

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简介目录

预计到 2030 年全球材料资讯学市场规模将达到 3.799 亿美元

全球材料资讯学市场规模预计在2024年达到1.521亿美元,预计2024年至2030年期间的复合年增长率为16.5%,到2030年将达到3.799亿美元。元素材料是本报告分析的细分市场之一,预计其复合年增长率为18.2%,到分析期结束时规模将达到2.419亿美元。化学材料细分市场在分析期间的复合年增长率预计为13.4%。

美国市场规模估计为 4,140 万美元,中国市场预计复合年增长率为 22.1%

美国材料资讯学市场规模预计在2024年达到4,140万美元。作为世界第二大经济体,中国预计在2030年市场规模将达到8,450万美元,2024年至2030年的复合年增长率为22.1%。其他值得关注的区域市场包括日本和加拿大,预计在分析期间的复合年增长率分别为12.0%和14.9%。在欧洲,预计德国的复合年增长率约为13.2%。

全球材料资讯学市场—主要趋势与驱动因素摘要

为什么材料资讯学会成为材料发现与开发的未来?

材料资讯学正在迅速重新定义新材料的发现、优化和跨行业应用方式,这与传统的试验方法截然不同。透过利用资料科学、机器学习和计算建模,材料资讯学使研究人员和工程师能够预测材料特性、模拟分子结构并加速创新流程。这项技术使研发团队能够减少开发各种应用的新材料所需的时间、成本和不确定性,从航太和半导体到能源储存和生物医药。推动固态电池、柔性电子和永续聚合物等下一代技术的发展,推动了对具有高度专业化特性的材料的需求激增。材料资讯学透过使用海量资料集揭示结构和性能之间隐藏的相关性来满足这一需求,而使用传统的实验室筛检需要数年时间才能处理这些资料集。遗留材料资料的数位化和高通量实验平台的整合进一步提升了资讯学主导研究的价值。这种计算优先的方法对于识别稀有或难以合成的化合物、优化复合材料以及解决需要平衡多个性能指标的复杂多目标问题至关重要。随着企业将创新和快速上市视为竞争优势,材料资讯学正成为材料科学和先进製造生态系统中的战略资产。

人工智慧和巨量资料如何塑造材料创新的下一个飞跃?

人工智慧和巨量资料是材料资讯学兴起的核心,它实现了从经验猜测到预测性数据驱动设计的根本转变。人工智慧演算法,尤其是深度学习和神经网络,基于实验和模拟数据进行训练,以识别原子排列、相变和反应路径中的复杂模式。这些模型可以准确预测强度、云端处理平台和开放原始码材料资料库正在发挥关键作用,它们使精选资料集的存取更加民主化,并促进了学术机构、新兴企业和行业领袖之间的合作。材料图网路、量子化学模拟和生成式人工智慧模型等工具正在协助创造具有工程化功能的全新材料类别。此外,主动学习系统会根据新的实验结果改进人工智慧模型,从而形成一个不断提高预测准确性的迭代回馈循环。资讯学与自主实验室的整合——机器人在实验室中执行人工智慧设计的实验——正在释放前所未有的研究速度。人工智慧、巨量资料和自动化的整合不仅改变了大公司的研发方式,也使小型实验室和新兴企业能够在材料科学的前沿领域竞争。

跨产业采用会带来材料创新週期的模式转移吗?

材料资讯学正被各行各业迅速应用,这些产业致力于透过快速创新、降低成本和材料差异化来获取竞争优势。在能源领域,这项技术正在加速更有效率太阳能电池、储氢材料和电池化学产品的开发,尤其适用于电动车和电网规模的储能係统。在航太和国防领域,资讯学正被用于设计对太空探勘和高超音速旅行至关重要的超轻耐热合金和复合材料。在製药领域,资讯学主导的设计正被用于发现生物相容性药物载体、智慧聚合物和下一代包装材料。电子和半导体产业正受益于新型二维材料的创造,例如高介电材料、低损耗绝缘体和石墨烯替代品。建筑和纺织业也在研究用于绿色建筑和高性能服装的智慧永续材料。随着环境、社会和治理 (ESG) 要求的加强以及永续性成为全球优先事项,材料资讯学也在帮助企业用更安全、更环保的替代品取代危险或不可再生材料。这种跨行业适用性正在推动公司透过与软体供应商、云端供应商和大学实验室伙伴关係,将资讯学融入其产品开发生命週期,从而係统地将创新週期从多年的过程转变为可在数月甚至数週内产生成果的数据主导途径。

哪些因素推动了材料资讯学市场的成长?

材料资讯学市场的成长受到多种因素的驱动,这些因素源自于技术进步、不断发展的研发方法以及市场对创新的特定需求。航太、电子、能源和医疗保健等领域的产品要求日益复杂,对快速、准确和可扩展的材料发现平台的需求强劲。高通量筛检技术与基于人工智慧的预测模型的整合可以实现更快的迭代和最佳化,使基于资讯学的工作流程对研究机构和商业研发团队更具吸引力。开放取用材料资料库的广泛使用和云端运算的进步降低了进入门槛,使新兴企业和中型公司无需大量基础设施投资即可采用材料资讯学。同时,满足永续性目标和监管要求的压力越来越大,促使业界利用资讯学来识别环保、无害和可回收的替代材料。学术机构、国家实验室和商业公司之间的合作正在加速知识转移和资讯学工具的实际部署。数位双胞胎和模拟主导原型製作的兴起推动了对以数据为中心的设计平台的需求,而材料资讯学自然而然地支持了这些平台。此外,集材料建模、数据分析和实验检验于一体的软体生态系统的出现,也简化了应用流程。最后,政府在材料研究方面的资助计划,尤其是在洁净科技和国防创新领域,正在为在全球范围内扩展材料资讯学生态系统创造肥沃的土壤。

部分

材料类型(元素材料、化学材料、其他材料)、技术(机器学习技术、深度张量技术、统计分析技术、数位退火技术、其他技术)、最终用途(材料科学最终用途、化学和製药最终用途、电子和半导体最终用途、汽车最终用途、航太和国防最终用途、其他最终用途)

受访公司范例

  • AI Materia
  • Alloyed
  • BASF
  • Citrine Informatics
  • Dassault Systemes
  • Exabyte Inc.
  • Exponential Technologies(Xt)
  • Hitachi High-Tech
  • MAT3RA
  • Materials Design
  • MaterialsZone
  • Noble.AI
  • Orbital Materials
  • Phaseshift Technologies
  • Preferred Networks
  • QuesTek Innovations
  • Schrodinger, Inc.
  • Symyx Technologies
  • Tilde Materials Informatics
  • Uncountable

人工智慧集成

全球产业分析师利用可操作的专家内容和人工智慧工具改变市场和竞争情报。

Global Industry Analysts 没有遵循典型的 LLM 或特定于行业的 SLM查询,而是建立了一个从世界各地的专家收集的内容库,其中包括视频录像、博客、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地和进出口(成品和原始设备製造商)情况预测其竞争地位的变化。这种复杂而多面的市场动态预计将以多种方式影响竞争对手,包括销货成本(COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 西班牙
  • 俄罗斯
  • 其他欧洲国家
  • 亚太地区
  • 澳洲
  • 印度
  • 韩国
  • 其他亚太地区
  • 拉丁美洲
  • 阿根廷
  • 巴西
  • 墨西哥
  • 其他拉丁美洲
  • 中东
  • 伊朗
  • 以色列
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 其他中东地区
  • 非洲

第四章 比赛

简介目录
Product Code: MCP32002

Global Material Informatics Market to Reach US$379.9 Million by 2030

The global market for Material Informatics estimated at US$152.1 Million in the year 2024, is expected to reach US$379.9 Million by 2030, growing at a CAGR of 16.5% over the analysis period 2024-2030. Elements Material, one of the segments analyzed in the report, is expected to record a 18.2% CAGR and reach US$241.9 Million by the end of the analysis period. Growth in the Chemicals Material segment is estimated at 13.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$41.4 Million While China is Forecast to Grow at 22.1% CAGR

The Material Informatics market in the U.S. is estimated at US$41.4 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$84.5 Million by the year 2030 trailing a CAGR of 22.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 12.0% and 14.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 13.2% CAGR.

Global Material Informatics Market - Key Trends & Drivers Summarized

Why Is Material Informatics Emerging as the Future of Materials Discovery and Development?

Material informatics is rapidly redefining how new materials are discovered, optimized, and applied across industries, marking a significant departure from traditional trial-and-error approaches. By leveraging data science, machine learning, and computational modeling, material informatics enables researchers and engineers to predict material properties, simulate molecular structures, and accelerate the innovation pipeline. This technology empowers R&D teams to reduce the time, cost, and uncertainty involved in developing novel materials for applications ranging from aerospace and semiconductors to energy storage and biomedicine. The global push for next-generation technologies-like solid-state batteries, flexible electronics, and sustainable polymers-is creating urgent demand for materials with highly specific properties. Material informatics addresses this need by uncovering hidden correlations between structure and performance using vast datasets that traditional lab testing would take years to process. The digitization of legacy materials data and the integration of high-throughput experimentation platforms are further amplifying the value of informatics-driven research. This computational-first approach is also critical in identifying rare or hard-to-synthesize compounds, optimizing composites, and solving complex multi-objective problems that require balancing multiple performance metrics. As organizations embrace innovation and speed-to-market as competitive differentiators, material informatics is becoming a strategic asset in materials science and advanced manufacturing ecosystems.

How Are AI and Big Data Shaping the Next Leap in Materials Innovation?

Artificial intelligence and big data are central to the rise of material informatics, enabling a fundamental shift from empirical guesswork to predictive, data-driven design. AI algorithms, especially deep learning and neural networks, are being trained on experimental and simulated data to recognize complex patterns in atomic arrangements, phase transitions, and reaction pathways. These models can accurately predict key properties such as strength, conductivity, corrosion resistance, and thermal stability, significantly reducing the need for expensive and time-consuming lab trials. Cloud computing platforms and open-source materials databases are playing a crucial role by democratizing access to curated datasets, fostering collaboration among academic institutions, startups, and industry leaders. Tools such as materials graph networks, quantum chemistry simulations, and generative AI models are enabling the creation of entirely new material classes with engineered functionalities. Furthermore, active learning systems allow AI models to refine themselves based on new experimental results, creating an iterative feedback loop that continuously improves predictive accuracy. The fusion of informatics with autonomous labs-where robots execute AI-designed experiments-is unlocking previously unattainable research velocity. This convergence of AI, big data, and automation is not only transforming R&D in large corporations but also enabling small labs and startups to compete at the cutting edge of materials science.

Is Cross-Industry Adoption Driving a Paradigm Shift in Material Innovation Cycles?

Material informatics is seeing rapid adoption across a wide spectrum of industries seeking to innovate faster, reduce costs, and gain a competitive edge through material differentiation. In energy, the technology is accelerating the development of more efficient solar cells, hydrogen storage materials, and battery chemistries, especially for electric vehicles and grid-scale storage systems. Aerospace and defense sectors are leveraging informatics to design ultra-lightweight, heat-resistant alloys and composites critical for space exploration and supersonic travel. In pharmaceuticals, informatics-driven design is being used to discover biocompatible drug carriers, smart polymers, and next-gen packaging materials. Electronics and semiconductors are benefiting through the creation of high-dielectric materials, low-loss insulators, and novel 2D materials such as graphene alternatives. Even the construction and textile sectors are exploring smart, sustainable materials for green buildings and performance wear. As ESG mandates tighten and sustainability becomes a global priority, material informatics is also helping companies substitute hazardous or non-renewable materials with safer, eco-friendly alternatives. This cross-industry applicability is pushing enterprises to integrate informatics into their product development life cycles, often through partnerships with software vendors, cloud providers, and university research labs. The result is a systemic transformation of innovation cycles-shifting from years-long processes to data-driven pathways that can deliver results in months or even weeks.

What Are the Core Drivers Powering the Material Informatics Market’s Expansion?

The growth in the material informatics market is driven by several factors rooted in technological advancement, evolving R&D methodologies, and market-specific innovation demands. The increasing complexity of product requirements across sectors such as aerospace, electronics, energy, and healthcare has created strong demand for rapid, accurate, and scalable materials discovery platforms. The integration of high-throughput screening techniques with AI-based prediction models is enabling faster iteration and optimization, making informatics-based workflows more attractive to research institutions and commercial R&D teams. The widespread availability of open-access materials databases and advances in cloud computing are reducing entry barriers, allowing startups and mid-sized enterprises to adopt material informatics without massive infrastructure investments. In parallel, growing pressure to meet sustainability goals and regulatory requirements is encouraging industries to use informatics to identify eco-friendly, non-toxic, and recyclable material alternatives. Collaborative frameworks between academic institutions, national labs, and commercial players are accelerating knowledge transfer and real-world deployment of informatics tools. The rise of digital twins and simulation-led prototyping is reinforcing demand for data-centric design platforms that material informatics naturally supports. Furthermore, the emergence of integrated software ecosystems that combine materials modeling, data analytics, and experimental validation under one umbrella is simplifying the adoption process. Finally, government funding initiatives in materials research, particularly in clean tech and defense innovation, are creating a fertile ground for the expansion of the material informatics ecosystem globally.

SCOPE OF STUDY:

The report analyzes the Material Informatics market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Material Type (Elements Material, Chemicals Material, Other Materials); Technology (Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology, Other Technologies); End-Use (Material Science End-Use, Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; Spain; Russia; and Rest of Europe); Asia-Pacific (Australia; India; South Korea; and Rest of Asia-Pacific); Latin America (Argentina; Brazil; Mexico; and Rest of Latin America); Middle East (Iran; Israel; Saudi Arabia; United Arab Emirates; and Rest of Middle East); and Africa.

Select Competitors (Total 37 Featured) -

  • AI Materia
  • Alloyed
  • BASF
  • Citrine Informatics
  • Dassault Systemes
  • Exabyte Inc.
  • Exponential Technologies (Xt)
  • Hitachi High-Tech
  • MAT3RA
  • Materials Design
  • MaterialsZone
  • Noble.AI
  • Orbital Materials
  • Phaseshift Technologies
  • Preferred Networks
  • QuesTek Innovations
  • Schrodinger, Inc.
  • Symyx Technologies
  • Tilde Materials Informatics
  • Uncountable

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Material Informatics - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Accelerated Demand for Next-Gen Materials Throws the Spotlight on Data-Driven Discovery Platforms
    • Integration of AI and Machine Learning Algorithms Strengthens Business Case for Predictive Materials R&D
    • Digitization of Legacy Research Expands Addressable Market Opportunity for Computational Materials Platforms
    • Shift Toward Faster Prototyping in Energy, Electronics, and Aerospace Spurs Growth in Informatics-Led Innovation Cycles
    • Here's the Story: Increasing R&D Complexity Fuels Demand for High-Throughput Simulation and Screening Tools
    • Growing Sustainability Mandates Propel Use of Informatics in Identifying Eco-Friendly and Recyclable Alternatives
    • Here's How Cloud Computing and Scalable Infrastructure Enable Real-Time, Cross-Team Materials Modeling
    • Rising Application of Digital Twins and Virtual Labs Sustains Growth in Simulation-Led Design Workflows
    • Adoption of Informatics in Pharmaceuticals and Biocompatible Materials Expands Use Beyond Traditional Engineering Fields
    • Demand for Lightweight and High-Performance Materials in EVs and Aerospace Drives Algorithmic Material Design
    • Integration with IoT and Sensor Data Enhances Feedback Loops in Performance Optimization and Refinement
    • Global Push for Semiconductor and Battery Advancements Throws the Spotlight on AI-Guided Materials Research
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Material Informatics Market Analysis of Annual Sales in US$ for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Material Informatics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 4: World 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2015, 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Elements Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Elements Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 7: World 15-Year Perspective for Elements Material by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Chemicals Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Chemicals Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 10: World 15-Year Perspective for Chemicals Material by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Other Materials by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Other Materials by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 13: World 15-Year Perspective for Other Materials by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Chemical & Pharmaceutical End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Chemical & Pharmaceutical End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 16: World 15-Year Perspective for Chemical & Pharmaceutical End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Electronics & Semiconductors End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Electronics & Semiconductors End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 19: World 15-Year Perspective for Electronics & Semiconductors End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Automotive End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Automotive End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 22: World 15-Year Perspective for Automotive End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Aerospace & Defense End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Aerospace & Defense End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 25: World 15-Year Perspective for Aerospace & Defense End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 28: World 15-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Material Science End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Material Science End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 31: World 15-Year Perspective for Material Science End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Machine Learning Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 33: World Historic Review for Machine Learning Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 34: World 15-Year Perspective for Machine Learning Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 35: World Recent Past, Current & Future Analysis for Deep Tensor Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 36: World Historic Review for Deep Tensor Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 37: World 15-Year Perspective for Deep Tensor Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 38: World Recent Past, Current & Future Analysis for Statistical Analysis Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 39: World Historic Review for Statistical Analysis Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 40: World 15-Year Perspective for Statistical Analysis Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 41: World Recent Past, Current & Future Analysis for Digital Annealer Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 42: World Historic Review for Digital Annealer Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 43: World 15-Year Perspective for Digital Annealer Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 44: World Recent Past, Current & Future Analysis for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 45: World Historic Review for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 46: World 15-Year Perspective for Other Technologies by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 47: USA Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 48: USA Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 49: USA 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 50: USA Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 51: USA Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 52: USA 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 53: USA Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 54: USA Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 55: USA 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • CANADA
    • TABLE 56: Canada Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Canada Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 58: Canada 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 59: Canada Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 60: Canada Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 61: Canada 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 62: Canada Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Canada Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 64: Canada 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • JAPAN
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 65: Japan Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 66: Japan Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 67: Japan 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 68: Japan Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Japan Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 70: Japan 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 71: Japan Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 72: Japan Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 73: Japan 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • CHINA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 74: China Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 75: China Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 76: China 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 77: China Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 78: China Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 79: China 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 80: China Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 81: China Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 82: China 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • EUROPE
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 83: Europe Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 84: Europe Historic Review for Material Informatics by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 85: Europe 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2015, 2025 & 2030
    • TABLE 86: Europe Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Europe Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 88: Europe 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 89: Europe Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 90: Europe Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 91: Europe 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 92: Europe Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Europe Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 94: Europe 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • FRANCE
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 95: France Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 96: France Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 97: France 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 98: France Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 99: France Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 100: France 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 101: France Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 102: France Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 103: France 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • GERMANY
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 104: Germany Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Germany Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 106: Germany 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 107: Germany Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 108: Germany Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 109: Germany 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 110: Germany Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Germany Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 112: Germany 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ITALY
    • TABLE 113: Italy Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 114: Italy Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 115: Italy 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 116: Italy Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Italy Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 118: Italy 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 119: Italy Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 120: Italy Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 121: Italy 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • UNITED KINGDOM
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 122: UK Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 123: UK Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 124: UK 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 125: UK Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 126: UK Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 127: UK 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 128: UK Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 129: UK Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 130: UK 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • SPAIN
    • TABLE 131: Spain Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 132: Spain Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 133: Spain 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 134: Spain Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 135: Spain Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 136: Spain 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 137: Spain Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 138: Spain Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 139: Spain 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • RUSSIA
    • TABLE 140: Russia Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 141: Russia Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 142: Russia 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 143: Russia Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 144: Russia Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 145: Russia 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 146: Russia Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 147: Russia Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 148: Russia 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF EUROPE
    • TABLE 149: Rest of Europe Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 150: Rest of Europe Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 151: Rest of Europe 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 152: Rest of Europe Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 153: Rest of Europe Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 154: Rest of Europe 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 155: Rest of Europe Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 156: Rest of Europe Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 157: Rest of Europe 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ASIA-PACIFIC
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 158: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 159: Asia-Pacific Historic Review for Material Informatics by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 160: Asia-Pacific 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2015, 2025 & 2030
    • TABLE 161: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 162: Asia-Pacific Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 163: Asia-Pacific 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 164: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 165: Asia-Pacific Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 166: Asia-Pacific 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 167: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 168: Asia-Pacific Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 169: Asia-Pacific 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • AUSTRALIA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2025 (E)
    • TABLE 170: Australia Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 171: Australia Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 172: Australia 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 173: Australia Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 174: Australia Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 175: Australia 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 176: Australia Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 177: Australia Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 178: Australia 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • INDIA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2025 (E)
    • TABLE 179: India Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 180: India Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 181: India 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 182: India Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 183: India Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 184: India 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 185: India Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 186: India Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 187: India 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • SOUTH KOREA
    • TABLE 188: South Korea Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 189: South Korea Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 190: South Korea 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 191: South Korea Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 192: South Korea Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 193: South Korea 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 194: South Korea Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 195: South Korea Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 196: South Korea 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 197: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 198: Rest of Asia-Pacific Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 199: Rest of Asia-Pacific 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 200: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 201: Rest of Asia-Pacific Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 202: Rest of Asia-Pacific 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 203: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 204: Rest of Asia-Pacific Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 205: Rest of Asia-Pacific 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • LATIN AMERICA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2025 (E)
    • TABLE 206: Latin America Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 207: Latin America Historic Review for Material Informatics by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 208: Latin America 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2015, 2025 & 2030
    • TABLE 209: Latin America Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 210: Latin America Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 211: Latin America 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 212: Latin America Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 213: Latin America Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 214: Latin America 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 215: Latin America Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 216: Latin America Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 217: Latin America 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ARGENTINA
    • TABLE 218: Argentina Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 219: Argentina Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 220: Argentina 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 221: Argentina Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 222: Argentina Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 223: Argentina 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 224: Argentina Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 225: Argentina Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 226: Argentina 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • BRAZIL
    • TABLE 227: Brazil Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 228: Brazil Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 229: Brazil 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 230: Brazil Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 231: Brazil Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 232: Brazil 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 233: Brazil Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 234: Brazil Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 235: Brazil 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • MEXICO
    • TABLE 236: Mexico Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 237: Mexico Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 238: Mexico 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 239: Mexico Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 240: Mexico Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 241: Mexico 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 242: Mexico Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 243: Mexico Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 244: Mexico 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF LATIN AMERICA
    • TABLE 245: Rest of Latin America Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 246: Rest of Latin America Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 247: Rest of Latin America 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 248: Rest of Latin America Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 249: Rest of Latin America Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 250: Rest of Latin America 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 251: Rest of Latin America Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 252: Rest of Latin America Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 253: Rest of Latin America 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • MIDDLE EAST
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2025 (E)
    • TABLE 254: Middle East Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 255: Middle East Historic Review for Material Informatics by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 256: Middle East 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2015, 2025 & 2030
    • TABLE 257: Middle East Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 258: Middle East Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 259: Middle East 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 260: Middle East Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 261: Middle East Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 262: Middle East 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 263: Middle East Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 264: Middle East Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 265: Middle East 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • IRAN
    • TABLE 266: Iran Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 267: Iran Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 268: Iran 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 269: Iran Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 270: Iran Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 271: Iran 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 272: Iran Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 273: Iran Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 274: Iran 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ISRAEL
    • TABLE 275: Israel Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 276: Israel Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 277: Israel 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 278: Israel Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 279: Israel Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 280: Israel 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 281: Israel Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 282: Israel Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 283: Israel 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • SAUDI ARABIA
    • TABLE 284: Saudi Arabia Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 285: Saudi Arabia Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 286: Saudi Arabia 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 287: Saudi Arabia Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 288: Saudi Arabia Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 289: Saudi Arabia 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 290: Saudi Arabia Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 291: Saudi Arabia Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 292: Saudi Arabia 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 293: UAE Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 294: UAE Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 295: UAE 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 296: UAE Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 297: UAE Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 298: UAE 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 299: UAE Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 300: UAE Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 301: UAE 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF MIDDLE EAST
    • TABLE 302: Rest of Middle East Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 303: Rest of Middle East Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 304: Rest of Middle East 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 305: Rest of Middle East Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 306: Rest of Middle East Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 307: Rest of Middle East 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 308: Rest of Middle East Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 309: Rest of Middle East Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 310: Rest of Middle East 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • AFRICA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2025 (E)
    • TABLE 311: Africa Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 312: Africa Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 313: Africa 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 314: Africa Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 315: Africa Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 316: Africa 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 317: Africa Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 318: Africa Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 319: Africa 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030

IV. COMPETITION