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AI in Materials Discovery Market
Published date: Nov. 2025 • Formats:
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Global AI in Materials Discovery Market Size, Share, Industry Analysis Report By Technology (Machine Learning, Deep Learning, Generative AI, Natural Language Processing), By Application (Battery Materials, Semiconductor Materials, Polymer Materials, Catalyst Materials, Metal Alloy Materials, Others), By End-User (Chemical Companies, Pharmaceutical Companies, Research Institutions, Manufacturing Companies, Others), By Regional Analysis, Global Trends and Opportunity, Future Outlook By 2025-2034

  • Published date: Nov. 2025
  • Report ID: 166625
  • Number of Pages: 243
  • Format:
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    • 1. Executive Summary
      • 1.1. Definition
      • 1.2. Taxonomy
      • 1.3. Research Scope
      • 1.4. Key Analysis
      • 1.5. Key Findings by Major Segments
      • 1.6. Top strategies by Major Players
    • 2. Global AI in Materials Discovery Market Overview
      • 2.1. AI in Materials Discovery Market Dynamics
        • 2.1.1. Drivers
        • 2.1.2. Opportunities
        • 2.1.3. Restraints
        • 2.1.4. Challenges
      • 2.2. Macro-economic Factors
      • 2.3. Regulatory Framework
      • 2.4. Market Investment Feasibility Index
      • 2.5. PEST Analysis
      • 2.6. PORTER’S Five Force Analysis
      • 2.7. Drivers & Restraints Impact Analysis
      • 2.8. Industry Chain Analysis
      • 2.9. Marketing Strategy
      • 2.10. Opportunity Map Analysis
      • 2.11. Market Competition Scenario Analysis
      • 2.12. Opportunity Orbits
      • 2.13. Major Companies sales by Value & Volume
    • 3. Global AI in Materials Discovery Market Analysis, Opportunity and Forecast, 2020-2034
      • 3.1. Global AI in Materials Discovery Market Analysis, 2020-2024
      • 3.2. Global AI in Materials Discovery Market Opportunity and Forecast, 2025-2034
      • 3.3. Global AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Technology, 2020-2034
        • 3.3.1. Global AI in Materials Discovery Market Analysis by Technology: Introduction
        • 3.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Technology, 2020-2034
        • 3.3.3. Machine Learning
        • 3.3.4. Deep Learning
        • 3.3.5. Generative AI
        • 3.3.6. Natural Language Processing
      • 3.4. Global AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Application, 2020-2034
        • 3.4.1. Global AI in Materials Discovery Market Analysis by Application: Introduction
        • 3.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2020-2034
        • 3.4.3. Battery Materials
        • 3.4.4. Semiconductor Materials
        • 3.4.5. Polymer Materials
        • 3.4.6. Catalyst Materials
        • 3.4.7. Metal Alloy Materials
        • 3.4.8. Others
      • 3.5. Global AI in Materials Discovery Market Analysis, Opportunity and Forecast, By End-User, 2020-2034
        • 3.5.1. Global AI in Materials Discovery Market Analysis by End-User: Introduction
        • 3.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2020-2034
        • 3.5.3. Chemical Companies
        • 3.5.4. Pharmaceutical Companies
        • 3.5.5. Research Institutions
        • 3.5.6. Manufacturing Companies
        • 3.5.7. Others
    • 4. North America AI in Materials Discovery Market Analysis, Opportunity and Forecast, 2020-2034
      • 4.1. North America AI in Materials Discovery Market Analysis, 2020-2024
      • 4.2. North America AI in Materials Discovery Market Opportunity and Forecast, 2025-2034
      • 4.3. North America AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Technology, 2020-2034
        • 4.3.1. North America AI in Materials Discovery Market Analysis by Technology: Introduction
        • 4.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Technology, 2020-2034
        • 4.3.3. Machine Learning
        • 4.3.4. Deep Learning
        • 4.3.5. Generative AI
        • 4.3.6. Natural Language Processing
      • 4.4. North America AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Application, 2020-2034
        • 4.4.1. North America AI in Materials Discovery Market Analysis by Application: Introduction
        • 4.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2020-2034
        • 4.4.3. Battery Materials
        • 4.4.4. Semiconductor Materials
        • 4.4.5. Polymer Materials
        • 4.4.6. Catalyst Materials
        • 4.4.7. Metal Alloy Materials
        • 4.4.8. Others
      • 4.5. North America AI in Materials Discovery Market Analysis, Opportunity and Forecast, By End-User, 2020-2034
        • 4.5.1. North America AI in Materials Discovery Market Analysis by End-User: Introduction
        • 4.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2020-2034
        • 4.5.3. Chemical Companies
        • 4.5.4. Pharmaceutical Companies
        • 4.5.5. Research Institutions
        • 4.5.6. Manufacturing Companies
        • 4.5.7. Others
    • 5. Europe AI in Materials Discovery Market Analysis, Opportunity and Forecast, 2020-2034
      • 5.1. Europe AI in Materials Discovery Market Analysis, 2020-2024
      • 5.2. Europe AI in Materials Discovery Market Opportunity and Forecast, 2025-2034
      • 5.3. Europe AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Technology, 2020-2034
        • 5.3.1. Europe AI in Materials Discovery Market Analysis by Technology: Introduction
        • 5.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Technology, 2020-2034
        • 5.3.3. Machine Learning
        • 5.3.4. Deep Learning
        • 5.3.5. Generative AI
        • 5.3.6. Natural Language Processing
      • 5.4. Europe AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Application, 2020-2034
        • 5.4.1. Europe AI in Materials Discovery Market Analysis by Application: Introduction
        • 5.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2020-2034
        • 5.4.3. Battery Materials
        • 5.4.4. Semiconductor Materials
        • 5.4.5. Polymer Materials
        • 5.4.6. Catalyst Materials
        • 5.4.7. Metal Alloy Materials
        • 5.4.8. Others
      • 5.5. Europe AI in Materials Discovery Market Analysis, Opportunity and Forecast, By End-User, 2020-2034
        • 5.5.1. Europe AI in Materials Discovery Market Analysis by End-User: Introduction
        • 5.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2020-2034
        • 5.5.3. Chemical Companies
        • 5.5.4. Pharmaceutical Companies
        • 5.5.5. Research Institutions
        • 5.5.6. Manufacturing Companies
        • 5.5.7. Others
    • 6. Asia-Pacific AI in Materials Discovery Market Analysis, Opportunity and Forecast, 2020-2034
      • 6.1. Asia-Pacific AI in Materials Discovery Market Analysis, 2020-2024
      • 6.2. Asia-Pacific AI in Materials Discovery Market Opportunity and Forecast, 2025-2034
      • 6.3. Asia-Pacific AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Technology, 2020-2034
        • 6.3.1. Asia-Pacific AI in Materials Discovery Market Analysis by Technology: Introduction
        • 6.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Technology, 2020-2034
        • 6.3.3. Machine Learning
        • 6.3.4. Deep Learning
        • 6.3.5. Generative AI
        • 6.3.6. Natural Language Processing
      • 6.4. Asia-Pacific AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Application, 2020-2034
        • 6.4.1. Asia-Pacific AI in Materials Discovery Market Analysis by Application: Introduction
        • 6.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2020-2034
        • 6.4.3. Battery Materials
        • 6.4.4. Semiconductor Materials
        • 6.4.5. Polymer Materials
        • 6.4.6. Catalyst Materials
        • 6.4.7. Metal Alloy Materials
        • 6.4.8. Others
      • 6.5. Asia-Pacific AI in Materials Discovery Market Analysis, Opportunity and Forecast, By End-User, 2020-2034
        • 6.5.1. Asia-Pacific AI in Materials Discovery Market Analysis by End-User: Introduction
        • 6.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2020-2034
        • 6.5.3. Chemical Companies
        • 6.5.4. Pharmaceutical Companies
        • 6.5.5. Research Institutions
        • 6.5.6. Manufacturing Companies
        • 6.5.7. Others
    • 7. Latin America AI in Materials Discovery Market Analysis, Opportunity and Forecast, 2020-2034
      • 7.1. Latin America AI in Materials Discovery Market Analysis, 2020-2024
      • 7.2. Latin America AI in Materials Discovery Market Opportunity and Forecast, 2025-2034
      • 7.3. Latin America AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Technology, 2020-2034
        • 7.3.1. Latin America AI in Materials Discovery Market Analysis by Technology: Introduction
        • 7.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Technology, 2020-2034
        • 7.3.3. Machine Learning
        • 7.3.4. Deep Learning
        • 7.3.5. Generative AI
        • 7.3.6. Natural Language Processing
      • 7.4. Latin America AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Application, 2020-2034
        • 7.4.1. Latin America AI in Materials Discovery Market Analysis by Application: Introduction
        • 7.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2020-2034
        • 7.4.3. Battery Materials
        • 7.4.4. Semiconductor Materials
        • 7.4.5. Polymer Materials
        • 7.4.6. Catalyst Materials
        • 7.4.7. Metal Alloy Materials
        • 7.4.8. Others
      • 7.5. Latin America AI in Materials Discovery Market Analysis, Opportunity and Forecast, By End-User, 2020-2034
        • 7.5.1. Latin America AI in Materials Discovery Market Analysis by End-User: Introduction
        • 7.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2020-2034
        • 7.5.3. Chemical Companies
        • 7.5.4. Pharmaceutical Companies
        • 7.5.5. Research Institutions
        • 7.5.6. Manufacturing Companies
        • 7.5.7. Others
    • 8. Middle East & Africa AI in Materials Discovery Market Analysis, Opportunity and Forecast, 2020-2034
      • 8.1. Middle East & Africa AI in Materials Discovery Market Analysis, 2020-2024
      • 8.2. Middle East & Africa AI in Materials Discovery Market Opportunity and Forecast, 2025-2034
      • 8.3. Middle East & Africa AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Technology, 2020-2034
        • 8.3.1. Middle East & Africa AI in Materials Discovery Market Analysis by Technology: Introduction
        • 8.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Technology, 2020-2034
        • 8.3.3. Machine Learning
        • 8.3.4. Deep Learning
        • 8.3.5. Generative AI
        • 8.3.6. Natural Language Processing
      • 8.4. Middle East & Africa AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Application, 2020-2034
        • 8.4.1. Middle East & Africa AI in Materials Discovery Market Analysis by Application: Introduction
        • 8.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2020-2034
        • 8.4.3. Battery Materials
        • 8.4.4. Semiconductor Materials
        • 8.4.5. Polymer Materials
        • 8.4.6. Catalyst Materials
        • 8.4.7. Metal Alloy Materials
        • 8.4.8. Others
      • 8.5. Middle East & Africa AI in Materials Discovery Market Analysis, Opportunity and Forecast, By End-User, 2020-2034
        • 8.5.1. Middle East & Africa AI in Materials Discovery Market Analysis by End-User: Introduction
        • 8.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By End-User, 2020-2034
        • 8.5.3. Chemical Companies
        • 8.5.4. Pharmaceutical Companies
        • 8.5.5. Research Institutions
        • 8.5.6. Manufacturing Companies
        • 8.5.7. Others
    • 9. Global AI in Materials Discovery Market Analysis, Opportunity and Forecast, By Region , 2020-2034
      • 9.1. Global AI in Materials Discovery Market Analysis by Region : Introduction
      • 9.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Region , 2020-2034
        • 9.2.1.North America
        • 9.2.2.Europe
        • 9.2.3.Asia-Pacific
        • 9.2.4.Latin America
        • 9.2.5.Middle East & Africa
    • 10. Global AI in Materials Discovery Market Competitive Landscape, Market Share Analysis, and Company Profiles
      • 10.1. Market Share Analysis
      • 10.2. Company Profiles
      • 10.3. IBM
        • 10.3.1. Company Overview
        • 10.3.2. Financial Highlights
        • 10.3.3. Product Portfolio
        • 10.3.4. SWOT Analysis
        • 10.3.5. Key Strategies and Developments
      • 10.4. Google
        • 10.4.1. Company Overview
        • 10.4.2. Financial Highlights
        • 10.4.3. Product Portfolio
        • 10.4.4. SWOT Analysis
        • 10.4.5. Key Strategies and Developments
      • 10.5. Microsoft
        • 10.5.1. Company Overview
        • 10.5.2. Financial Highlights
        • 10.5.3. Product Portfolio
        • 10.5.4. SWOT Analysis
        • 10.5.5. Key Strategies and Developments
      • 10.6. Citrine Informatics
        • 10.6.1. Company Overview
        • 10.6.2. Financial Highlights
        • 10.6.3. Product Portfolio
        • 10.6.4. SWOT Analysis
        • 10.6.5. Key Strategies and Developments
      • 10.7. Schrödinger
        • 10.7.1. Company Overview
        • 10.7.2. Financial Highlights
        • 10.7.3. Product Portfolio
        • 10.7.4. SWOT Analysis
        • 10.7.5. Key Strategies and Developments
      • 10.8. Materials Zone
        • 10.8.1. Company Overview
        • 10.8.2. Financial Highlights
        • 10.8.3. Product Portfolio
        • 10.8.4. SWOT Analysis
        • 10.8.5. Key Strategies and Developments
      • 10.9. Exabyte.io
        • 10.9.1. Company Overview
        • 10.9.2. Financial Highlights
        • 10.9.3. Product Portfolio
        • 10.9.4. SWOT Analysis
        • 10.9.5. Key Strategies and Developments
      • 10.10. Aqemia
        • 10.10.1. Company Overview
        • 10.10.2. Financial Highlights
        • 10.10.3. Product Portfolio
        • 10.10.4. SWOT Analysis
        • 10.10.5. Key Strategies and Developments
      • 10.11. Iktos
        • 10.11.1. Company Overview
        • 10.11.2. Financial Highlights
        • 10.11.3. Product Portfolio
        • 10.11.4. SWOT Analysis
        • 10.11.5. Key Strategies and Developments
      • 10.12. Deepmatter
        • 10.12.1. Company Overview
        • 10.12.2. Financial Highlights
        • 10.12.3. Product Portfolio
        • 10.12.4. SWOT Analysis
        • 10.12.5. Key Strategies and Developments
      • 10.13. Atomwise
        • 10.13.1. Company Overview
        • 10.13.2. Financial Highlights
        • 10.13.3. Product Portfolio
        • 10.13.4. SWOT Analysis
        • 10.13.5. Key Strategies and Developments
      • 10.14. BenevolentAI
        • 10.14.1. Company Overview
        • 10.14.2. Financial Highlights
        • 10.14.3. Product Portfolio
        • 10.14.4. SWOT Analysis
        • 10.14.5. Key Strategies and Developments
      • 10.15. Insilico Medicine
        • 10.15.1. Company Overview
        • 10.15.2. Financial Highlights
        • 10.15.3. Product Portfolio
        • 10.15.4. SWOT Analysis
        • 10.15.5. Key Strategies and Developments
      • 10.16. Valence Discovery
        • 10.16.1. Company Overview
        • 10.16.2. Financial Highlights
        • 10.16.3. Product Portfolio
        • 10.16.4. SWOT Analysis
        • 10.16.5. Key Strategies and Developments
      • 10.17. Kebotix
        • 10.17.1. Company Overview
        • 10.17.2. Financial Highlights
        • 10.17.3. Product Portfolio
        • 10.17.4. SWOT Analysis
        • 10.17.5. Key Strategies and Developments
      • 10.18. Others
        • 10.18.1. Company Overview
        • 10.18.2. Financial Highlights
        • 10.18.3. Product Portfolio
        • 10.18.4. SWOT Analysis
        • 10.18.5. Key Strategies and Developments
    • 11. Assumptions and Acronyms
    • 12. Research Methodology
    • 13. Contact

     

    • List of Tables
      • Table 1: Global AI in Materials Discovery Market Comparison by Technology (2020-2034)
      • Table 2: Global AI in Materials Discovery Market Comparison by Application (2020-2034)
      • Table 3: Global AI in Materials Discovery Market Comparison by End-User (2020-2034)
      • Table 4: Global AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Region (2020-2034)
      • Table 5: Global AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Table 6: Global AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Region (2020-2034)
      • Table 7: Global AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Table 8: Global AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Table 9: Global AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Table 10: Global AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Region (2020-2034)
      • Table 11: Global AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Table 12: Global AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Table 13: Global AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Table 14: Global AI in Materials Discovery Market Share Comparison by Region (2020-2034)
      • Table 15: Global AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Table 16: Global AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Table 17: Global AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Table 18: North America AI in Materials Discovery Market Comparison by Application (2020-2034)
      • Table 19: North America AI in Materials Discovery Market Comparison by End-User (2020-2034)
      • Table 20: North America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 21: North America AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Table 22: North America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 23: North America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Table 24: North America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Table 25: North America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Table 26: North America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Table 27: North America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Table 28: North America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Table 29: North America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Table 30: North America AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Table 31: North America AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Table 32: North America AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Table 33: North America AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Table 34: Europe AI in Materials Discovery Market Comparison by Technology (2020-2034)
      • Table 35: Europe AI in Materials Discovery Market Comparison by Application (2020-2034)
      • Table 36: Europe AI in Materials Discovery Market Comparison by End-User (2020-2034)
      • Table 37: Europe AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 38: Europe AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Table 39: Europe AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 40: Europe AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Table 41: Europe AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Table 42: Europe AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Table 43: Europe AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Table 44: Europe AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Table 45: Europe AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Table 46: Europe AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Table 47: Europe AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Table 48: Europe AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Table 49: Europe AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Table 50: Europe AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Table 51: Asia-Pacific AI in Materials Discovery Market Comparison by Technology (2020-2034)
      • Table 52: Asia-Pacific AI in Materials Discovery Market Comparison by Application (2020-2034)
      • Table 53: Asia-Pacific AI in Materials Discovery Market Comparison by End-User (2020-2034)
      • Table 54: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 55: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Table 56: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 57: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Table 58: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Table 59: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Table 60: Asia-Pacific AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Table 61: Asia-Pacific AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Table 62: Asia-Pacific AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Table 63: Asia-Pacific AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Table 64: Asia-Pacific AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Table 65: Asia-Pacific AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Table 66: Asia-Pacific AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Table 67: Asia-Pacific AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Table 68: Latin America AI in Materials Discovery Market Comparison by Technology (2020-2034)
      • Table 69: Latin America AI in Materials Discovery Market Comparison by Application (2020-2034)
      • Table 70: Latin America AI in Materials Discovery Market Comparison by End-User (2020-2034)
      • Table 71: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 72: Latin America AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Table 73: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 74: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Table 75: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Table 76: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Table 77: Latin America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Table 78: Latin America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Table 79: Latin America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Table 80: Latin America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Table 81: Latin America AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Table 82: Latin America AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Table 83: Latin America AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Table 84: Latin America AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Table 85: Middle East & Africa AI in Materials Discovery Market Comparison by Technology (2020-2034)
      • Table 86: Middle East & Africa AI in Materials Discovery Market Comparison by Application (2020-2034)
      • Table 87: Middle East & Africa AI in Materials Discovery Market Comparison by End-User (2020-2034)
      • Table 88: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 89: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Table 90: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Table 91: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Table 92: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Table 93: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Table 94: Middle East & Africa AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Table 95: Middle East & Africa AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Table 96: Middle East & Africa AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Table 97: Middle East & Africa AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Table 98: Middle East & Africa AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Table 99: Middle East & Africa AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Table 100: Middle East & Africa AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Table 101: Middle East & Africa AI in Materials Discovery Market Share Comparison by End-User (2020-2034)

       

    • List of Figures
      • Figure 1: Global AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Technology in 2024
      • Figure 2: Global AI in Materials Discovery Market Attractiveness Analysis by Technology, 2020-2034
      • Figure 3: Global AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Application in 2024
      • Figure 4: Global AI in Materials Discovery Market Attractiveness Analysis by Application, 2020-2034
      • Figure 5: Global AI in Materials Discovery Market Revenue (US$ Mn) Market Share by End-User in 2024
      • Figure 6: Global AI in Materials Discovery Market Attractiveness Analysis by End-User, 2020-2034
      • Figure 7: Global AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Region in 2024
      • Figure 8: Global AI in Materials Discovery Market Attractiveness Analysis by Region, 2020-2034
      • Figure 9: Global AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Figure 10: Global AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Region (2020-2034)
      • Figure 11: Global AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Figure 12: Global AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Figure 13: Global AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Figure 14: Global AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Region (2020-2034)
      • Figure 15: Global AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Figure 16: Global AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Figure 17: Global AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Figure 18: Global AI in Materials Discovery Market Share Comparison by Region (2020-2034)
      • Figure 19: Global AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Figure 20: Global AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Figure 21: Global AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Figure 22: North America AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Technology in 2024
      • Figure 23: North America AI in Materials Discovery Market Attractiveness Analysis by Technology, 2020-2034
      • Figure 24: North America AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Application in 2024
      • Figure 25: North America AI in Materials Discovery Market Attractiveness Analysis by Application, 2020-2034
      • Figure 26: North America AI in Materials Discovery Market Revenue (US$ Mn) Market Share by End-User in 2024
      • Figure 27: North America AI in Materials Discovery Market Attractiveness Analysis by End-User, 2020-2034
      • Figure 28: North America AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Country in 2024
      • Figure 29: North America AI in Materials Discovery Market Attractiveness Analysis by Country, 2020-2034
      • Figure 30: North America AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Figure 31: North America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Figure 32: North America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Figure 33: North America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Figure 34: North America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Figure 35: North America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Figure 36: North America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Figure 37: North America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Figure 38: North America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Figure 39: North America AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Figure 40: North America AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Figure 41: North America AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Figure 42: North America AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Figure 43: Europe AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Technology in 2024
      • Figure 44: Europe AI in Materials Discovery Market Attractiveness Analysis by Technology, 2020-2034
      • Figure 45: Europe AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Application in 2024
      • Figure 46: Europe AI in Materials Discovery Market Attractiveness Analysis by Application, 2020-2034
      • Figure 47: Europe AI in Materials Discovery Market Revenue (US$ Mn) Market Share by End-User in 2024
      • Figure 48: Europe AI in Materials Discovery Market Attractiveness Analysis by End-User, 2020-2034
      • Figure 49: Europe AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Country in 2024
      • Figure 50: Europe AI in Materials Discovery Market Attractiveness Analysis by Country, 2020-2034
      • Figure 51: Europe AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Figure 52: Europe AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Figure 53: Europe AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Figure 54: Europe AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Figure 55: Europe AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Figure 56: Europe AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Figure 57: Europe AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Figure 58: Europe AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Figure 59: Europe AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Figure 60: Europe AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Figure 61: Europe AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Figure 62: Europe AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Figure 63: Europe AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Figure 64: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Technology in 2024
      • Figure 65: Asia-Pacific AI in Materials Discovery Market Attractiveness Analysis by Technology, 2020-2034
      • Figure 66: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Application in 2024
      • Figure 67: Asia-Pacific AI in Materials Discovery Market Attractiveness Analysis by Application, 2020-2034
      • Figure 68: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Market Share by End-User in 2024
      • Figure 69: Asia-Pacific AI in Materials Discovery Market Attractiveness Analysis by End-User, 2020-2034
      • Figure 70: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Country in 2024
      • Figure 71: Asia-Pacific AI in Materials Discovery Market Attractiveness Analysis by Country, 2020-2034
      • Figure 72: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Figure 73: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Figure 74: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Figure 75: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Figure 76: Asia-Pacific AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Figure 77: Asia-Pacific AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Figure 78: Asia-Pacific AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Figure 79: Asia-Pacific AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Figure 80: Asia-Pacific AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Figure 81: Asia-Pacific AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Figure 82: Asia-Pacific AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Figure 83: Asia-Pacific AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Figure 84: Asia-Pacific AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Figure 85: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Technology in 2024
      • Figure 86: Latin America AI in Materials Discovery Market Attractiveness Analysis by Technology, 2020-2034
      • Figure 87: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Application in 2024
      • Figure 88: Latin America AI in Materials Discovery Market Attractiveness Analysis by Application, 2020-2034
      • Figure 89: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Market Share by End-User in 2024
      • Figure 90: Latin America AI in Materials Discovery Market Attractiveness Analysis by End-User, 2020-2034
      • Figure 91: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Country in 2024
      • Figure 92: Latin America AI in Materials Discovery Market Attractiveness Analysis by Country, 2020-2034
      • Figure 93: Latin America AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Figure 94: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Figure 95: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Figure 96: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Figure 97: Latin America AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Figure 98: Latin America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Figure 99: Latin America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Figure 100: Latin America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Figure 101: Latin America AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Figure 102: Latin America AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Figure 103: Latin America AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Figure 104: Latin America AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Figure 105: Latin America AI in Materials Discovery Market Share Comparison by End-User (2020-2034)
      • Figure 106: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Technology in 2024
      • Figure 107: Middle East & Africa AI in Materials Discovery Market Attractiveness Analysis by Technology, 2020-2034
      • Figure 108: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Application in 2024
      • Figure 109: Middle East & Africa AI in Materials Discovery Market Attractiveness Analysis by Application, 2020-2034
      • Figure 110: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Market Share by End-User in 2024
      • Figure 111: Middle East & Africa AI in Materials Discovery Market Attractiveness Analysis by End-User, 2020-2034
      • Figure 112: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Market Share by Country in 2024
      • Figure 113: Middle East & Africa AI in Materials Discovery Market Attractiveness Analysis by Country, 2020-2034
      • Figure 114: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) (2020-2034)
      • Figure 115: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Country (2020-2034)
      • Figure 116: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Technology (2020-2034)
      • Figure 117: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Comparison by Application (2020-2034)
      • Figure 118: Middle East & Africa AI in Materials Discovery Market Revenue (US$ Mn) Comparison by End-User (2020-2034)
      • Figure 119: Middle East & Africa AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Country (2020-2034)
      • Figure 120: Middle East & Africa AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Technology (2020-2034)
      • Figure 121: Middle East & Africa AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by Application (2020-2034)
      • Figure 122: Middle East & Africa AI in Materials Discovery Market Y-o-Y Growth Rate Comparison by End-User (2020-2034)
      • Figure 123: Middle East & Africa AI in Materials Discovery Market Share Comparison by Country (2020-2034)
      • Figure 124: Middle East & Africa AI in Materials Discovery Market Share Comparison by Technology (2020-2034)
      • Figure 125: Middle East & Africa AI in Materials Discovery Market Share Comparison by Application (2020-2034)
      • Figure 126: Middle East & Africa AI in Materials Discovery Market Share Comparison by End-User (2020-2034)

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