材料资讯学市场－全球产业规模、份额、趋势、机会和预测，按应用、材料类型、技术、地区和竞争格局划分，2020-2030年预测

2024年全球材料资讯学市场规模为1.4395亿美元，预计将以12.82%的复合年增长率强劲成长，到2030年达到2.968亿美元。材料资讯学将资料科学、机器学习和人工智慧应用于材料研发，加速新材料的发现、设计和优化。这种方法使研究人员能够以前所未有的效率分析海量资料集、预测材料特性并模拟其性能，显着缩短传统的试误週期。市场成长的主要驱动力是航太、汽车和电子等各行业对更快材料发现週期的需求不断增长，以及针对特定应用优化材料性能的迫切需求。

主要市场驱动因素

先进人工智慧和机器学习技术的融合是推动全球材料资讯学市场发展的重要催化剂。这些技术使研究人员能够处理和分析海量资料集，识别复杂模式，并以前所未有的精度开发材料性能预测模型。

主要市场挑战

材料科学领域普遍存在资料异质性问题，且缺乏标准化的资料基础设施，这严重阻碍了全球材料资讯学市场的成长。这项挑战使得整合源自各种实验技术、计算模拟和传统系统的不同资料集变得更加复杂。

主要市场趋势

分散式资料基础设施的采用代表着一个关键趋势，它建构了可扩展、可存取且可互通的资料环境，这对先进材料研究至关重要。这涉及到向云端原生平台和标准化资料格式的转变，从而促进海量材料资料集的整合和共享。

目录

第一章：产品概述

第二章：研究方法

第三章：执行概要

第四章：顾客之声

第五章：全球材料资讯学市场展望

• 市场规模及预测
  • 按价值
• 市占率及预测
  • 按应用领域（化学和製药、材料科学、製造、食品科学、能源、其他）
  • 依材料类型（元素、化学品、其他）
  • 依技术分类（数位退火演算法、深度张量演算法、统计分析、遗传演算法）
  • 按公司（2024 年）
  • 按地区
• 市场地图

第六章：北美材料资讯学市场展望

• 市场规模及预测
• 市占率及预测
• 北美洲：国家分析
  • 美国
  • 墨西哥
  • 加拿大

第七章：欧洲材料资讯学市场展望

• 市场规模及预测
• 市占率及预测
• 欧洲：国家分析
  • 法国
  • 德国
  • 英国
  • 义大利
  • 西班牙

第八章：亚太地区材料资讯学市场展望

• 市场规模及预测
• 市占率及预测
• 亚太地区：国家分析
  • 中国
  • 印度
  • 韩国
  • 日本
  • 澳洲

第九章：南美洲材料资讯学市场展望

• 市场规模及预测
• 市占率及预测
• 南美洲：国家分析
  • 巴西
  • 阿根廷
  • 哥伦比亚

第十章：中东与非洲材料资讯学市场展望

• 市场规模及预测
• 市占率及预测
• 中东和非洲：国家分析
  • 南非
  • 沙乌地阿拉伯
  • 阿联酋

第十一章：市场动态

• 司机
• 挑战

第十二章：市场趋势与发展

• 併购
• 产品发布
• 最新进展

第十三章：波特五力分析

• 产业竞争
• 新进入者的潜力
• 供应商议价能力
• 顾客的力量
• 替代产品的威胁

第十四章：竞争格局

• AI Materia Inc.
• ALPINE ELECTRONICS, Inc.
• Citrine Informatics
• Dassault Systemes SE
• Exabyte Inc.
• Hitachi High-Tech Corporation
• Kebotix, Inc.
• Materials.Zone Ltd.
• Materials Design, Inc.
• DataRobot, Inc.

第十五章：战略建议

第16章调查会社について・免责事项

The Global Material Informatics Market, valued at USD 143.95 Million in 2024, is projected to experience robust expansion with a CAGR of 12.82% to reach USD 296.8 Million by 2030. Material Informatics applies data science, machine learning, and artificial intelligence to materials research and development, enabling accelerated discovery, design, and optimization of new materials. This approach allows researchers to analyze vast datasets, predict material properties, and simulate performance with unprecedented efficiency, significantly reducing the traditional trial-and-error cycle. The market's growth is primarily driven by the escalating demand for faster material discovery cycles across diverse industries such as aerospace, automotive, and electronics, alongside the imperative to optimize material performance for specific applications.

Key Market Drivers

The integration of advanced AI and machine learning techniques represents a significant catalyst for the Global Material Informatics Market. These technologies empower researchers to process and analyze immense datasets, discern complex patterns, and develop predictive models for material properties with unprecedented accuracy. This capability fundamentally transforms traditional materials science by minimizing the reliance on costly, time-consuming physical experimentation.

Key Market Challenges

The pervasive issue of data heterogeneity and the absence of a standardized data infrastructure within materials science significantly impedes the growth of the Global Material Informatics Market. This challenge complicates the integration of diverse datasets originating from various experimental techniques, computational simulations, and legacy systems. Consequently, developing robust machine learning models and artificial intelligence applications for materials discovery, design, and optimization becomes a complex and time-consuming endeavor.

Key Market Trends

Distributed data infrastructure adoption represents a critical trend, establishing scalable, accessible, and interoperable data environments essential for advanced materials research. This involves a shift toward cloud-native platforms and standardized data formats, facilitating the integration and sharing of vast materials datasets.

Key Market Players

• AI Materia Inc.
• ALPINE ELECTRONICS, Inc.
• Citrine Informatics
• Dassault Systemes S.E.
• Exabyte Inc.
• Hitachi High-Tech Corporation
• Kebotix, Inc.
• Materials.Zone Ltd.
• Materials Design, Inc.
• DataRobot, Inc.

Report Scope:

In this report, the Global Material Informatics Markethas been segmented into the following categories, in addition to the industrytrends which have also been detailed below:

Global Material Informatics Market, By Application:

• Chemical and Pharmaceuticals
• Material Science
• Manufacturing
• Food Science
• Energy
• Others

Global Material Informatics Market, By Material Type:

• Elements
• Chemicals
• Others

Global Material Informatics Market, By Technique:

• Digital Annealer
• Deep Tensor
• Statistical Analysis
• Genetic Algorithm

Global Material Informatics Market, By Region:

• North America
  • United States
  • Canada
  • Mexico
• Europe
  • France
  • United Kingdom
  • Italy
  • Germany
  • Spain
• Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East & Africa
  • South Africa
  • Saudi Arabia
  • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies presents in the Global Material Informatics Market.

Available Customizations:

Global Material Informatics Market report with the given market data, Tech Sci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

• Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

• 1.1. Market Definition
• 1.2. Scope of the Market
  • 1.2.1. Markets Covered
  • 1.2.2. Years Considered for Study
  • 1.2.3. Key Market Segmentations

2. Research Methodology

• 2.1. Objective of the Study
• 2.2. Baseline Methodology
• 2.3. Key Industry Partners
• 2.4. Major Association and Secondary Sources
• 2.5. Forecasting Methodology
• 2.6. Data Triangulation & Validation
• 2.7. Assumptions and Limitations

3. Executive Summary

• 3.1. Overview of the Market
• 3.2. Overview of Key Market Segmentations
• 3.3. Overview of Key Market Players
• 3.4. Overview of Key Regions/Countries
• 3.5. Overview of Market Drivers, Challenges, and Trends

4. Voice of Customer

5. Global Material Informatics Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Application (Chemical and Pharmaceuticals, Material Science, Manufacturing, Food Science, Energy, Others)
  • 5.2.2. By Material Type (Elements, Chemicals, Others)
  • 5.2.3. By Technique (Digital Annealer, Deep Tensor, Statistical Analysis, Genetic Algorithm)
  • 5.2.4. By Company (2024)
  • 5.2.5. By Region
• 5.3. Market Map

6. North America Material Informatics Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Application
  • 6.2.2. By Material Type
  • 6.2.3. By Technique
  • 6.2.4. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States Material Informatics Market Outlook
    • 6.3.1.1. Market Size & Forecast
      • 6.3.1.1.1. By Value
    • 6.3.1.2. Market Share & Forecast
      • 6.3.1.2.1. By Application
      • 6.3.1.2.2. By Material Type
      • 6.3.1.2.3. By Technique
  • 6.3.2. Mexico Material Informatics Market Outlook
    • 6.3.2.1. Market Size & Forecast
      • 6.3.2.1.1. By Value
    • 6.3.2.2. Market Share & Forecast
      • 6.3.2.2.1. By Application
      • 6.3.2.2.2. By Material Type
      • 6.3.2.2.3. By Technique
  • 6.3.3. Canada Material Informatics Market Outlook
    • 6.3.3.1. Market Size & Forecast
      • 6.3.3.1.1. By Value
    • 6.3.3.2. Market Share & Forecast
      • 6.3.3.2.1. By Application
      • 6.3.3.2.2. By Material Type
      • 6.3.3.2.3. By Technique

7. Europe Material Informatics Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Application
  • 7.2.2. By Material Type
  • 7.2.3. By Technique
  • 7.2.4. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. France Material Informatics Market Outlook
    • 7.3.1.1. Market Size & Forecast
      • 7.3.1.1.1. By Value
    • 7.3.1.2. Market Share & Forecast
      • 7.3.1.2.1. By Application
      • 7.3.1.2.2. By Material Type
      • 7.3.1.2.3. By Technique
  • 7.3.2. Germany Material Informatics Market Outlook
    • 7.3.2.1. Market Size & Forecast
      • 7.3.2.1.1. By Value
    • 7.3.2.2. Market Share & Forecast
      • 7.3.2.2.1. By Application
      • 7.3.2.2.2. By Material Type
      • 7.3.2.2.3. By Technique
  • 7.3.3. United Kingdom Material Informatics Market Outlook
    • 7.3.3.1. Market Size & Forecast
      • 7.3.3.1.1. By Value
    • 7.3.3.2. Market Share & Forecast
      • 7.3.3.2.1. By Application
      • 7.3.3.2.2. By Material Type
      • 7.3.3.2.3. By Technique
  • 7.3.4. Italy Material Informatics Market Outlook
    • 7.3.4.1. Market Size & Forecast
      • 7.3.4.1.1. By Value
    • 7.3.4.2. Market Share & Forecast
      • 7.3.4.2.1. By Application
      • 7.3.4.2.2. By Material Type
      • 7.3.4.2.3. By Technique
  • 7.3.5. Spain Material Informatics Market Outlook
    • 7.3.5.1. Market Size & Forecast
      • 7.3.5.1.1. By Value
    • 7.3.5.2. Market Share & Forecast
      • 7.3.5.2.1. By Application
      • 7.3.5.2.2. By Material Type
      • 7.3.5.2.3. By Technique

8. Asia-Pacific Material Informatics Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Application
  • 8.2.2. By Material Type
  • 8.2.3. By Technique
  • 8.2.4. By Country
• 8.3. Asia-Pacific: Country Analysis
  • 8.3.1. China Material Informatics Market Outlook
    • 8.3.1.1. Market Size & Forecast
      • 8.3.1.1.1. By Value
    • 8.3.1.2. Market Share & Forecast
      • 8.3.1.2.1. By Application
      • 8.3.1.2.2. By Material Type
      • 8.3.1.2.3. By Technique
  • 8.3.2. India Material Informatics Market Outlook
    • 8.3.2.1. Market Size & Forecast
      • 8.3.2.1.1. By Value
    • 8.3.2.2. Market Share & Forecast
      • 8.3.2.2.1. By Application
      • 8.3.2.2.2. By Material Type
      • 8.3.2.2.3. By Technique
  • 8.3.3. South Korea Material Informatics Market Outlook
    • 8.3.3.1. Market Size & Forecast
      • 8.3.3.1.1. By Value
    • 8.3.3.2. Market Share & Forecast
      • 8.3.3.2.1. By Application
      • 8.3.3.2.2. By Material Type
      • 8.3.3.2.3. By Technique
  • 8.3.4. Japan Material Informatics Market Outlook
    • 8.3.4.1. Market Size & Forecast
      • 8.3.4.1.1. By Value
    • 8.3.4.2. Market Share & Forecast
      • 8.3.4.2.1. By Application
      • 8.3.4.2.2. By Material Type
      • 8.3.4.2.3. By Technique
  • 8.3.5. Australia Material Informatics Market Outlook
    • 8.3.5.1. Market Size & Forecast
      • 8.3.5.1.1. By Value
    • 8.3.5.2. Market Share & Forecast
      • 8.3.5.2.1. By Application
      • 8.3.5.2.2. By Material Type
      • 8.3.5.2.3. By Technique

9. South America Material Informatics Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Application
  • 9.2.2. By Material Type
  • 9.2.3. By Technique
  • 9.2.4. By Country
• 9.3. South America: Country Analysis
  • 9.3.1. Brazil Material Informatics Market Outlook
    • 9.3.1.1. Market Size & Forecast
      • 9.3.1.1.1. By Value
    • 9.3.1.2. Market Share & Forecast
      • 9.3.1.2.1. By Application
      • 9.3.1.2.2. By Material Type
      • 9.3.1.2.3. By Technique
  • 9.3.2. Argentina Material Informatics Market Outlook
    • 9.3.2.1. Market Size & Forecast
      • 9.3.2.1.1. By Value
    • 9.3.2.2. Market Share & Forecast
      • 9.3.2.2.1. By Application
      • 9.3.2.2.2. By Material Type
      • 9.3.2.2.3. By Technique
  • 9.3.3. Colombia Material Informatics Market Outlook
    • 9.3.3.1. Market Size & Forecast
      • 9.3.3.1.1. By Value
    • 9.3.3.2. Market Share & Forecast
      • 9.3.3.2.1. By Application
      • 9.3.3.2.2. By Material Type
      • 9.3.3.2.3. By Technique

10. Middle East and Africa Material Informatics Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Application
  • 10.2.2. By Material Type
  • 10.2.3. By Technique
  • 10.2.4. By Country
• 10.3. MEA: Country Analysis
  • 10.3.1. South Africa Material Informatics Market Outlook
    • 10.3.1.1. Market Size & Forecast
      • 10.3.1.1.1. By Value
    • 10.3.1.2. Market Share & Forecast
      • 10.3.1.2.1. By Application
      • 10.3.1.2.2. By Material Type
      • 10.3.1.2.3. By Technique
  • 10.3.2. Saudi Arabia Material Informatics Market Outlook
    • 10.3.2.1. Market Size & Forecast
      • 10.3.2.1.1. By Value
    • 10.3.2.2. Market Share & Forecast
      • 10.3.2.2.1. By Application
      • 10.3.2.2.2. By Material Type
      • 10.3.2.2.3. By Technique
  • 10.3.3. UAE Material Informatics Market Outlook
    • 10.3.3.1. Market Size & Forecast
      • 10.3.3.1.1. By Value
    • 10.3.3.2. Market Share & Forecast
      • 10.3.3.2.1. By Application
      • 10.3.3.2.2. By Material Type
      • 10.3.3.2.3. By Technique

11. Market Dynamics

• 11.1. Drivers
• 11.2. Challenges

12. Market Trends & Developments

• 12.1. Merger & Acquisition (If Any)
• 12.2. Product Launches (If Any)
• 12.3. Recent Developments

13. Porters Five Forces Analysis

• 13.1. Competition in the Industry
• 13.2. Potential of New Entrants
• 13.3. Power of Suppliers
• 13.4. Power of Customers
• 13.5. Threat of Substitute Products

14. Competitive Landscape

• 14.1. AI Materia Inc.
  • 14.1.1. Business Overview
  • 14.1.2. Company Snapshot
  • 14.1.3. Products & Services
  • 14.1.4. Financials (As Reported)
  • 14.1.5. Recent Developments
  • 14.1.6. Key Personnel Details
  • 14.1.7. SWOT Analysis
• 14.2. ALPINE ELECTRONICS, Inc.
• 14.3. Citrine Informatics
• 14.4. Dassault Systemes S.E.
• 14.5. Exabyte Inc.
• 14.6. Hitachi High-Tech Corporation
• 14.7. Kebotix, Inc.
• 14.8. Materials.Zone Ltd.
• 14.9. Materials Design, Inc.
• 14.10. DataRobot, Inc.

15. Strategic Recommendations

16. About Us & Disclaimer