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化学和材料资讯学领域的人工智慧市场：按产品、技术、部署、应用和最终用途划分 - 2024-2030 年全球预测

AI in Chemical & Material Informatics Market by Offering (Services, Software), Technology (Computer Vision, Machine Learning, Predictive Analytics), Deployment, Application, End-Use - Global Forecast 2024-2030
出版日期: | 出版商: 360iResearch | 英文 197 Pages | 商品交期: 最快1-2个工作天内

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化学和材料资讯学领域的人工智慧市场规模预计2023年为86.9亿美元，2024年达到120.8亿美元，预计2030年将达到892.9亿美元，复合年增长率为39.46%。

化学和材料资讯学背景下的人工智慧（AI）是指应用机器学习和预测建模来解决化学和材料科学产业中的复杂问题。这一趋势将融合人工智慧下新颖而强大的计算方法来研究、理解和预测化学品和材料的特性。该市场的主要成长催化剂包括技术发展以及对业务效率日益增长的需求。来自化学和材料行业的大量资料有助于高效的资料管理并支持市场成长。然而，高昂的投资成本、缺乏熟练的专业人员、对人工智慧可靠性的怀疑以及对资料安全和隐私的担忧是阻碍市场成长的明显挑战。其他市场机会包括在研究和製造中快速增加机器人和自主系统的使用，为人工智慧整合开闢了进一步的可能性。云端基础的解决方案的接受度也为化学品和材料领域的人工智慧服务提供者和软体公司开闢了新的视野。

主要市场统计
基准年[2023] 86.9亿美元
预测年份 [2024] 120.8亿美元
预测年份 [2030] 892.9亿美元
复合年增长率（%） 39.46%

区域洞察

由于该地区的技术进步和充满活力的创新生态系统，美洲化学和材料资讯学领域的人工智慧市场正在经历显着的趋势，其中美国对人工智慧技术的采用做出了重大贡献，并在研发方面进行了大量投资。此外，已经开始关注产业多元化的地区正在推动人工智慧在化学和材料行业的应用。 EMEA（欧洲、中东和非洲）地区人工智慧在化学和材料资讯学市场的应用呈现强劲成长。法国、德国和英国等欧洲主要国家处于推动化学产业数位转型的前沿。中东正在利用人工智慧的潜力，特别是在石油和天然气领域，而非洲市场虽然新兴，但随着数位素养的提高和基础设施的发展，显示出有希望的迹象。新兴的科技场景和人工智慧投资的增加正在推动亚太地区的显着成长。随着新兴国家在包括化学工业在内的所有工业领域采用人工智慧，以及数位经济的蓬勃发展，亚太地区有望大幅扩展人工智慧在化学和材料资讯学领域的应用。

FPNV定位矩阵

FPNV 定位矩阵对于评估化学品和材料资讯学市场人工智慧供应商的市场定位至关重要。此矩阵提供了对供应商的全面评估，并检查了与业务策略和产品满意度相关的关键指标。这种详细的评估使用户能够根据自己的要求做出明智的决定。根据评估结果，供应商被分为代表其成功程度的四个像限：前沿（F）、探路者（P）、利基（N）和重要（V）。

市场占有率分析

市场占有率分析是一个综合工具，可以对化学品和材料资讯学市场中人工智慧供应商的现状进行深入而详细的评估。透过仔细比较和分析供应商的贡献，您可以更深入地了解每个供应商的绩效以及他们在争夺市场占有率时面临的挑战。这些贡献包括整体收益、客户群和其他关键指标。此外，该分析还提供了对该行业竞争性质的宝贵见解，包括在研究基准年期间观察到的累积、分散主导地位和合併特征等因素。有了这些详细信息，供应商可以做出更明智的决策并製定有效的策略，以在市场竞争中保持领先地位。

策略分析与建议

策略分析对于寻求在全球市场站稳脚跟的组织至关重要。对目前在化学品和材料资讯学市场人工智慧中的地位进行全面评估，使公司能够做出符合其长期愿望的明智决策。此关键评估涉及对组织的资源、能力和整体绩效进行彻底分析，以确定核心优势和需要改进的领域。

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 由于化学工业中材料发现和实验的加速，资料生成量增加
      • 对材料特性和化学反应的预测建模的需求不断增长
    • 抑制因素
      • 在化学/材料资讯学领域引入人工智慧解决方案的成本很高
    • 机会
      • 化学和材料资讯学领域人工智慧解决方案的持续技术进步
      • 环保材料和工艺设计的新应用
    • 任务
      • 与在化学和材料资讯学中使用人工智慧相关的资料隐私和安全问题
  • 市场区隔分析
    • 我们提供什么：扩大具有预测能力的人工智慧软体在化学和材料资讯学中的使用
    • 技术：机器学习的应用正在扩展，决策流程
    • 部署：云端人工智慧系统对Start-Ups和中型企业具有巨大潜力
    • 应用：由于人工智慧可以节省测试和测试资源，因此材料发现和实验对人工智慧的需求不断增加。
    • 最终用途：扩大人工智慧在整个化学产业的化学和材料资讯学中的使用，以加速新化学品的发现
  • 市场扰动分析
  • 波特五力分析
  • 价值炼和关键路径分析
  • 价格分析
  • 技术分析
  • 专利分析
  • 贸易分析
  • 法规结构分析

第六章化学和材料资讯学中的人工智慧市场：透过提供

  • 服务
  • 软体

第七章 化学和材料资讯学领域的人工智慧市场：按技术分类

  • 电脑视觉
  • 机器学习
  • 预测分析

第八章化学和材料资讯学中的人工智慧市场：按发展划分

  • 云
  • 本地

第九章化学和材料资讯学领域的人工智慧市场：按应用分类

  • 材料发现与实验
  • 材料製造
  • 品管与保证

第10章化学和材料资讯学中的人工智慧市场：按最终用途

  • 电池和能源储存
  • 化学品
  • 金属/矿业
  • 药品
  • 聚合物和塑料
  • 半导体

第十一章 美洲化学和材料资讯学领域的人工智慧市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十二章亚太地区化学与材料资讯学人工智慧市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十三章欧洲、中东和非洲化学和材料资讯学领域的人工智慧市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第14章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
    • NobleAI 在 Microsoft Azure Marketplace 上发布人工智慧工具，彻底改变化学和材料开发
    • TDK公司宣布推出新的人工智慧资料分析平台“Aim”，以增强材料资讯学
    • 东丽推出基于人工智慧的服务，以加强树脂选择并加速产品开发
  • 战略分析和建议

第15章竞争产品组合

  • 主要企业简介
  • 主要产品系列
Product Code: MRR-2E76C3E47E28

[197 Pages Report] The AI in Chemical & Material Informatics Market size was estimated at USD 8.69 billion in 2023 and expected to reach USD 12.08 billion in 2024, at a CAGR 39.46% to reach USD 89.29 billion by 2030.

Artificial intelligence (AI) within the context of chemical and materials informatics pertains to the application of machine learning and predictive modeling to solve complex problems in the chemical and materials science industries. This stream converges the novel and powerful computational methodologies under AI to study, understand, and predict the properties of chemicals and materials. Main growth catalysts in this market encompass technological developments along with a heightened need for operational efficiency. The troves of data from the chemical and material industry instigates efficient data management practices, bolstering the market's growth. However, the high investment costs, a dearth of skilled professionals, AI reliability skepticism, alongside data security and privacy concerns are distinct challenges that impede market growth. Additional market opportunities include the burgeoning use of robotics and autonomous systems in research and manufacturing, opening doors for further AI integration. The acceptance of cloud-based solutions also fosters new prospects for AI service providers and software companies in the chemical and material sector.

KEY MARKET STATISTICS
Base Year [2023] USD 8.69 billion
Estimated Year [2024] USD 12.08 billion
Forecast Year [2030] USD 89.29 billion
CAGR (%) 39.46%

Regional Insights

The Americas AI in chemical & material informatics market shows a remarkable trend owing to the region's technological advancements and dynamic innovation ecosystem, where the United States majorly contributing to adopting AI technologies and investing heavily in R&D. Additionally, regions's growing focus on industrial diversification is pushing for AI utilization across its chemical and materials industry. The EMEA region presents robust growth in the application of AI in chemical and material informatics market. Major European countries such as France, Germany, and the UK are spearheading the digital transformation drive in the chemical industry. The Middle East is leveraging AI potential, particularly in the oil and gas sector, while Africa's market, though nascent, is showing promising signs owing to growing digital literacy and infrastructure development. In the APAC region, a burgeoning tech scene and increased investments in AI are driving considerable growth. With emerging economies employing AI in every industrial sector, including the chemical industry, and booming digital economies, the APAC region is poised to significantly expand AI applications within Chemical and Material Informatics.

Market Insights

  • Market Dynamics

The market dynamics represent an ever-changing landscape of the AI in Chemical & Material Informatics Market by providing actionable insights into factors, including supply and demand levels. Accounting for these factors helps design strategies, make investments, and formulate developments to capitalize on future opportunities. In addition, these factors assist in avoiding potential pitfalls related to political, geographical, technical, social, and economic conditions, highlighting consumer behaviors and influencing manufacturing costs and purchasing decisions.

    • Market Drivers
      • Increasing data generation with accelerating material discovery & experimentation in chemical industries
      • Rising demand for predictive modeling of material properties and chemical reactions
    • Market Restraints
      • High cost of deployment of AI in chemical & material informatics solutions
    • Market Opportunities
      • Continuous technological advancements in AI in chemical & material informatics solutions
      • Emerging applications for designing environmentally friendly materials and process
    • Market Challenges
      • Data privacy and security concerns associated with the usage of AI in chemical & material informatics
  • Market Segmentation Analysis
    • Offering: Expanding usage of AI software in chemical & material informatics due to its predictive ability
    • Technology: Growing applications of machine learning to learn from past patterns for quick decision-making processes
    • Deployment: High potential for cloud AI systems across start-ups and mid-sized enterprises
    • Application: Significant demand for AI for material discovery & experimentation due to its ability to save resources in trial & testing
    • End-Use: Expanding usage of AI in chemical & material informatics across the chemical industry to fasten the discovery of new chemicals
  • Market Disruption Analysis
  • Porter's Five Forces Analysis
  • Value Chain & Critical Path Analysis
  • Pricing Analysis
  • Technology Analysis
  • Patent Analysis
  • Trade Analysis
  • Regulatory Framework Analysis

FPNV Positioning Matrix

The FPNV positioning matrix is essential in evaluating the market positioning of the vendors in the AI in Chemical & Material Informatics Market. This matrix offers a comprehensive assessment of vendors, examining critical metrics related to business strategy and product satisfaction. This in-depth assessment empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success, namely Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The market share analysis is a comprehensive tool that provides an insightful and in-depth assessment of the current state of vendors in the AI in Chemical & Material Informatics Market. By meticulously comparing and analyzing vendor contributions, companies are offered a greater understanding of their performance and the challenges they face when competing for market share. These contributions include overall revenue, customer base, and other vital metrics. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With these illustrative details, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Recent Developments

NobleAI Launches AI Tools on Microsoft Azure Marketplace to RevolutionizdeChemical and Material Development

NobleAI, a Science-Based AI solutions for Chemical and Material Informatics, now offers its products on the Microsoft Azure Marketplace. These products include NobleReactor, NobleBattery, and NobleChemistry, making it the first of its kind on the marketplace. By utilizing these software solutions, companies can optimize their product development process, reduce costs, and accelerate innovation through advanced AI and machine learning capabilities. This collaboration further strengthens NobleAI's partnership with Microsoft, enabling them to support more businesses on their AI journeys. [Published On: 2023-09-07]

TDK Corporation Introduces 'Aim' a New AI Data Analysis Platform to Enhance Materials Informatics

TDK Corporation has announced the launch of their in-house AI data analysis platform called "Aim." The platform is part of the company's ongoing efforts to advance materials informatics. Aim has been designed with the objective of making data analysis technology developed by individual departments more accessible to everyone within the organization. This accessibility aims to facilitate the compilation of high-quality data, which is essential for effectively harnessing AI and big data technologies. [Published On: 2023-05-23]

Toray Industries Introduces AI-Powered Service to Enhance Resin Selection and Speed Up Product Development

Toray Industries, Inc. has announced the launch of a digital service that utilizes artificial intelligence to predict physical property data for resin products. By leveraging materials informatics technology, which incorporates statistical analysis and AI, customers are able to optimize resin material selections and reduce development lead times more efficiently. Toray has enhanced its forecasting model by employing AI to project optimal formulations based on empirical data. [Published On: 2022-09-26]

Strategy Analysis & Recommendation

The strategic analysis is essential for organizations seeking a solid foothold in the global marketplace. Companies are better positioned to make informed decisions that align with their long-term aspirations by thoroughly evaluating their current standing in the AI in Chemical & Material Informatics Market. This critical assessment involves a thorough analysis of the organization's resources, capabilities, and overall performance to identify its core strengths and areas for improvement.

Key Company Profiles

The report delves into recent significant developments in the AI in Chemical & Material Informatics Market, highlighting leading vendors and their innovative profiles. These include AI Materia, Ansatz AI, Bytelab Solutions SL. All, Chemical.AI, Citrine Informatics, Dassault Systemes SE, ENEOS Corporation, Enthought, Inc., Fujitsu Limited, Hitachi High-Tech Corporation, International Business Machines Corporation, Kebotix, Inc., Mat3ra, Materials.Zone Ltd., Mitsubishi Chemical Holdings Corporation, Noble Artificial Intelligence, Inc., PerkinElmer Inc, Phaseshift Technologies Inc., Polymerize Private Limited, Schrodinger, Inc., Sumitomo Chemical Co., Ltd., TDK Corporation, Tilde Materials Informatics, Toray Industries, Inc., and Uncountable Inc.

Market Segmentation & Coverage

This research report categorizes the AI in Chemical & Material Informatics Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Offering
    • Services
    • Software
  • Technology
    • Computer Vision
    • Machine Learning
    • Predictive Analytics
  • Deployment
    • Cloud
    • On-premise
  • Application
    • Material Discovery & Experimentation
    • Material Manufacturing
    • Quality Control & Assurance
  • End-Use
    • Battery & Energy Storage
    • Chemicals
    • Metals & Mining
    • Pharmaceuticals
    • Polymer & Plastics
    • Semiconductor
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Increasing data generation with accelerating material discovery & experimentation in chemical industries
      • 5.1.1.2. Rising demand for predictive modeling of material properties and chemical reactions
    • 5.1.2. Restraints
      • 5.1.2.1. High cost of deployment of AI in chemical & material informatics solutions
    • 5.1.3. Opportunities
      • 5.1.3.1. Continuous technological advancements in AI in chemical & material informatics solutions
      • 5.1.3.2. Emerging applications for designing environmentally friendly materials and process
    • 5.1.4. Challenges
      • 5.1.4.1. Data privacy and security concerns associated with the usage of AI in chemical & material informatics
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Offering: Expanding usage of AI software in chemical & material informatics due to its predictive ability
    • 5.2.2. Technology: Growing applications of machine learning to learn from past patterns for quick decision-making processes
    • 5.2.3. Deployment: High potential for cloud AI systems across start-ups and mid-sized enterprises
    • 5.2.4. Application: Significant demand for AI for material discovery & experimentation due to its ability to save resources in trial & testing
    • 5.2.5. End-Use: Expanding usage of AI in chemical & material informatics across the chemical industry to fasten the discovery of new chemicals
  • 5.3. Market Disruption Analysis
  • 5.4. Porter's Five Forces Analysis
    • 5.4.1. Threat of New Entrants
    • 5.4.2. Threat of Substitutes
    • 5.4.3. Bargaining Power of Customers
    • 5.4.4. Bargaining Power of Suppliers
    • 5.4.5. Industry Rivalry
  • 5.5. Value Chain & Critical Path Analysis
  • 5.6. Pricing Analysis
  • 5.7. Technology Analysis
  • 5.8. Patent Analysis
  • 5.9. Trade Analysis
  • 5.10. Regulatory Framework Analysis

6. AI in Chemical & Material Informatics Market, by Offering

  • 6.1. Introduction
  • 6.2. Services
  • 6.3. Software

7. AI in Chemical & Material Informatics Market, by Technology

  • 7.1. Introduction
  • 7.2. Computer Vision
  • 7.3. Machine Learning
  • 7.4. Predictive Analytics

8. AI in Chemical & Material Informatics Market, by Deployment

  • 8.1. Introduction
  • 8.2. Cloud
  • 8.3. On-premise

9. AI in Chemical & Material Informatics Market, by Application

  • 9.1. Introduction
  • 9.2. Material Discovery & Experimentation
  • 9.3. Material Manufacturing
  • 9.4. Quality Control & Assurance

10. AI in Chemical & Material Informatics Market, by End-Use

  • 10.1. Introduction
  • 10.2. Battery & Energy Storage
  • 10.3. Chemicals
  • 10.4. Metals & Mining
  • 10.5. Pharmaceuticals
  • 10.6. Polymer & Plastics
  • 10.7. Semiconductor

11. Americas AI in Chemical & Material Informatics Market

  • 11.1. Introduction
  • 11.2. Argentina
  • 11.3. Brazil
  • 11.4. Canada
  • 11.5. Mexico
  • 11.6. United States

12. Asia-Pacific AI in Chemical & Material Informatics Market

  • 12.1. Introduction
  • 12.2. Australia
  • 12.3. China
  • 12.4. India
  • 12.5. Indonesia
  • 12.6. Japan
  • 12.7. Malaysia
  • 12.8. Philippines
  • 12.9. Singapore
  • 12.10. South Korea
  • 12.11. Taiwan
  • 12.12. Thailand
  • 12.13. Vietnam

13. Europe, Middle East & Africa AI in Chemical & Material Informatics Market

  • 13.1. Introduction
  • 13.2. Denmark
  • 13.3. Egypt
  • 13.4. Finland
  • 13.5. France
  • 13.6. Germany
  • 13.7. Israel
  • 13.8. Italy
  • 13.9. Netherlands
  • 13.10. Nigeria
  • 13.11. Norway
  • 13.12. Poland
  • 13.13. Qatar
  • 13.14. Russia
  • 13.15. Saudi Arabia
  • 13.16. South Africa
  • 13.17. Spain
  • 13.18. Sweden
  • 13.19. Switzerland
  • 13.20. Turkey
  • 13.21. United Arab Emirates
  • 13.22. United Kingdom

14. Competitive Landscape

  • 14.1. Market Share Analysis, 2023
  • 14.2. FPNV Positioning Matrix, 2023
  • 14.3. Competitive Scenario Analysis
    • 14.3.1. NobleAI Launches AI Tools on Microsoft Azure Marketplace to RevolutionizdeChemical and Material Development
    • 14.3.2. TDK Corporation Introduces 'Aim' a New AI Data Analysis Platform to Enhance Materials Informatics
    • 14.3.3. Toray Industries Introduces AI-Powered Service to Enhance Resin Selection and Speed Up Product Development
  • 14.4. Strategy Analysis & Recommendation

15. Competitive Portfolio

  • 15.1. Key Company Profiles
  • 15.2. Key Product Portfolio

LIST OF FIGURES

  • FIGURE 1. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET RESEARCH PROCESS
  • FIGURE 2. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2023 VS 2030 (%)
  • FIGURE 5. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET DYNAMICS
  • FIGURE 7. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
  • FIGURE 8. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 9. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
  • FIGURE 10. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 11. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
  • FIGURE 12. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 13. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 14. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 15. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2023 VS 2030 (%)
  • FIGURE 16. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 17. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 18. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 19. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 20. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 21. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 22. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 23. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 24. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 25. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 26. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2023 (USD MILLION)
  • TABLE 4. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2024-2030 (USD MILLION)
  • TABLE 5. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 6. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 7. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 8. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 9. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 10. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 11. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 12. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 13. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 14. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 15. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 16. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 17. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 18. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 19. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 20. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 21. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 22. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 23. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 24. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CLOUD, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 25. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 26. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ON-PREMISE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 27. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 28. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 29. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL DISCOVERY & EXPERIMENTATION, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 30. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL DISCOVERY & EXPERIMENTATION, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 31. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL MANUFACTURING, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 32. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL MANUFACTURING, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 33. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY QUALITY CONTROL & ASSURANCE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 34. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY QUALITY CONTROL & ASSURANCE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 35. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 36. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 37. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY BATTERY & ENERGY STORAGE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 38. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY BATTERY & ENERGY STORAGE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 39. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CHEMICALS, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 40. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CHEMICALS, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 41. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY METALS & MINING, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 42. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY METALS & MINING, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 43. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PHARMACEUTICALS, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 44. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PHARMACEUTICALS, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 45. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY POLYMER & PLASTICS, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 46. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY POLYMER & PLASTICS, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 47. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SEMICONDUCTOR, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 48. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SEMICONDUCTOR, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 49. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 50. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 51. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 52. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 53. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 54. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 55. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 56. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 57. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 58. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 59. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 60. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 61. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 62. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 63. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 64. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 65. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 66. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 67. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 68. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 69. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 70. ARGENTINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 71. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 72. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 73. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 74. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 75. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 76. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 77. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 78. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 79. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 80. BRAZIL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 81. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 82. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 83. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 84. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 85. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 86. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 87. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 88. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 89. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 90. CANADA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 91. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 92. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 93. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 94. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 95. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 96. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 97. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 98. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 99. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 100. MEXICO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 101. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 102. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 103. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 104. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 105. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 106. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 107. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 108. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 109. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 110. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 111. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
  • TABLE 112. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
  • TABLE 113. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 114. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 115. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 116. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 117. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 118. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 119. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 120. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 121. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 122. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 123. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 124. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 125. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 126. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 127. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 128. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 129. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 130. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 131. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 132. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 133. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 134. AUSTRALIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 135. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 136. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 137. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 138. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 139. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 140. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 141. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 142. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 143. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 144. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 145. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 146. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 147. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 148. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 149. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 150. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 151. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 152. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 153. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 154. INDIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 155. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 156. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 157. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 158. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 159. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 160. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 161. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 162. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 163. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 164. INDONESIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 165. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 166. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 167. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 168. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 169. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 170. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 171. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 172. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 173. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 174. JAPAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 175. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 176. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 177. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 178. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 179. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 180. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 181. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 182. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 183. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 184. MALAYSIA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 185. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 186. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 187. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 188. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 189. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 190. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 191. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 192. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 193. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 194. PHILIPPINES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 195. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 196. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 197. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 198. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 199. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 200. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 201. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 202. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 203. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 204. SINGAPORE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 205. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 206. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 207. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 208. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 209. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 210. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 211. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 212. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 213. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 214. SOUTH KOREA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 215. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 216. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 217. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 218. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 219. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 220. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 221. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 222. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 223. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 224. TAIWAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 225. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 226. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 227. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 228. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 229. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 230. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 231. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 232. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 233. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 234. THAILAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 235. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 236. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 237. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 238. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 239. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 240. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 241. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 242. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 243. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 244. VIETNAM AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 245. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 246. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 247. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 248. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 249. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 250. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 251. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 252. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 253. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 254. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 255. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 256. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 257. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 258. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 259. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 260. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 261. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 262. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 263. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 264. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 265. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 266. DENMARK AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 267. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 268. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 269. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 270. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 271. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 272. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 273. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 274. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 275. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 276. EGYPT AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 277. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 278. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 279. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 280. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 281. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 282. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 283. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 284. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 285. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 286. FINLAND AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 287. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2018-2023 (USD MILLION)
  • TABLE 288. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY OFFERING, 2024-2030 (USD MILLION)
  • TABLE 289. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
  • TABLE 290. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
  • TABLE 291. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2018-2023 (USD MILLION)
  • TABLE 292. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT, 2024-2030 (USD MILLION)
  • TABLE 293. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 294. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 295. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 296. FRANCE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)

TA