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AI in Chemical & Material Informatics Market - Global Forecast 2026-2032- Product Image
AI in Chemical & Material Informatics Market - Global Forecast 2026-2032- Product Image
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AI in Chemical & Material Informatics Market - Global Forecast 2026-2032

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    Report

  • 193 Pages
  • January 2026
  • Region: Global
  • 360iResearch™
  • ID: 5924744
1h Free Analyst Time
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AI-driven innovation is transforming the chemical and material informatics market by empowering enterprises to accelerate discovery, improve process engineering, and enforce quality standards. This transition is opening new opportunities while increasing the complexity of managing emerging technologies, data environments, and regulatory frameworks.

Market Snapshot: AI in Chemical & Material Informatics Market Growth and Outlook

The AI in Chemical & Material Informatics Market is projected to grow from USD 2.29 billion in 2025 to USD 2.66 billion in 2026, with sustained progress expected to reach USD 6.47 billion by 2032, reflecting a robust CAGR of 15.94%. Enterprise adoption of AI platforms, tools, and automation is driving faster research, agile development cycles, and increased integration of intelligent workflows from initial exploration to full-scale production. As organizations invest in these technologies, digital transformation is accelerating across the sector.

Scope & Segmentation of the AI in Chemical & Material Informatics Market

  • Algorithmic Approaches: Enterprise deployment incorporates computer vision, deep learning models, conventional machine learning, and reinforcement learning to streamline screening, modeling, and process optimization.
  • Application Domains: Core focus includes drug discovery, innovative materials design, engineering processes, quality assurance, and management of complex supply chains for measurable performance improvements.
  • Component Layers: Solutions typically integrate advanced processors, sensing hardware, comprehensive data management platforms, visualization tools, modeling software, and a spectrum of support services from consulting to implementation.
  • Deployment Models: Organizations adopt cloud-first strategies as well as edge, hybrid, and on-premise deployments adjusted to meet compliance, latency demands, and business scalability.
  • End Users: The market engages chemical producers, materials science firms, pharmaceutical enterprises, and academic research teams, each seeking innovation and process advancement through AI.
  • Regional Markets: The Americas feature strong industry-academia partnerships focused on compliance and commercialization. EMEA emphasizes sustainable practices and model explainability for regulatory alignment. Asia-Pacific is defined by rapid industrial scaling and prioritized edge-enabled solutions supporting localized supply chains.

Key Takeaways for Senior Decision-Makers

  • Organizations are advancing beyond pilot projects by embedding AI solutions throughout research and production pipelines, necessitating coordinated data governance and cross-functional collaboration.
  • Modular and interoperable system architectures allow for adaptable integration of new AI models, helping enterprises manage evolving business requirements and supplier relationships.
  • Emphasis on explainable and physics-informed AI models increases acceptance and confidence in regulated, high-impact applications.
  • Fostering interdisciplinary expertise—blending domain knowledge with advanced computational proficiency—drives validated outcomes and improves workforce effectiveness through ongoing training investments.
  • Enterprises realizing rapid value from bundled consulting and platform deployments accelerate adoption and enhance change management and system validation.
  • Collaborative environments involving technology vendors, hardware providers, and academia promote integrated solutions sought by organizations looking for streamlined implementation.

Tariff Impact on Procurement and Deployment Strategies

Recent United States tariff measures require organizations to reassess procurement models, develop local supplier alliances, and adjust deployments to address regional market dynamics. Increased hardware import costs and evolving compliance needs are prompting diversified supplier strategies, deeper workforce training, and greater interest in localized or hybrid cloud solutions. Enterprises undertaking joint initiatives redistribute hardware responsibilities and rely more extensively on federated modeling, reducing large-scale data transfers and limiting tariff risk exposure.

Methodology & Data Sources

The analysis leverages a mixed-method approach that integrates expert interviews, peer-reviewed research literature, and scenario comparisons across procurement and supply landscapes. Technology performance is benchmarked using architecture mapping and granular component-level assessments, ensuring actionable, real-world insights tailored to executive needs.

Why This Report Matters for Executive Decision-Making

  • Provides segmentation-based frameworks connecting technology choices, operational requirements, and deployment strategies for efficient investment planning.
  • Prepares leaders to address evolving regulatory, supply chain, and geopolitical concerns with agile procurement and robust governance protocols.
  • Enables scalable transformation from pilot phases to enterprise-wide implementation with actionable guidance and sector-specific performance benchmarks.

Conclusion

Strategic adoption of advanced AI, flexible system architectures, and cross-disciplinary talent positions organizations to unlock operational value and accelerate innovation. Enterprises committed to rigorous governance and adaptable deployment will sustain growth and strengthen competitive positioning as the market evolves.

 

Additional Product Information:

  • Purchase of this report includes 1 year online access with quarterly updates.
  • This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Definition
1.3. Market Segmentation & Coverage
1.4. Years Considered for the Study
1.5. Currency Considered for the Study
1.6. Language Considered for the Study
1.7. Key Stakeholders
2. Research Methodology
2.1. Introduction
2.2. Research Design
2.2.1. Primary Research
2.2.2. Secondary Research
2.3. Research Framework
2.3.1. Qualitative Analysis
2.3.2. Quantitative Analysis
2.4. Market Size Estimation
2.4.1. Top-Down Approach
2.4.2. Bottom-Up Approach
2.5. Data Triangulation
2.6. Research Outcomes
2.7. Research Assumptions
2.8. Research Limitations
3. Executive Summary
3.1. Introduction
3.2. CXO Perspective
3.3. Market Size & Growth Trends
3.4. Market Share Analysis, 2025
3.5. FPNV Positioning Matrix, 2025
3.6. New Revenue Opportunities
3.7. Next-Generation Business Models
3.8. Industry Roadmap
4. Market Overview
4.1. Introduction
4.2. Industry Ecosystem & Value Chain Analysis
4.2.1. Supply-Side Analysis
4.2.2. Demand-Side Analysis
4.2.3. Stakeholder Analysis
4.3. Porter’s Five Forces Analysis
4.4. PESTLE Analysis
4.5. Market Outlook
4.5.1. Near-Term Market Outlook (0-2 Years)
4.5.2. Medium-Term Market Outlook (3-5 Years)
4.5.3. Long-Term Market Outlook (5-10 Years)
4.6. Go-to-Market Strategy
5. Market Insights
5.1. Consumer Insights & End-User Perspective
5.2. Consumer Experience Benchmarking
5.3. Opportunity Mapping
5.4. Distribution Channel Analysis
5.5. Pricing Trend Analysis
5.6. Regulatory Compliance & Standards Framework
5.7. ESG & Sustainability Analysis
5.8. Disruption & Risk Scenarios
5.9. Return on Investment & Cost-Benefit Analysis
6. Cumulative Impact of United States Tariffs 2025
7. Cumulative Impact of Artificial Intelligence 2025
8. AI in Chemical & Material Informatics Market, by Component
8.1. Hardware
8.1.1. Processors
8.1.2. Sensors
8.1.3. Storage Systems
8.2. Services
8.2.1. Consulting
8.2.2. Implementation
8.2.3. Training
8.3. Software
8.3.1. Data Management
8.3.2. Modeling Tools
8.3.3. Visualization Tools
9. AI in Chemical & Material Informatics Market, by Technology
9.1. Computer Vision
9.2. Data Analytics
9.3. Machine Learning
10. AI in Chemical & Material Informatics Market, by Data Modality
10.1. Experimental Data
10.2. Process Data
10.3. Simulation Data
11. AI in Chemical & Material Informatics Market, by Deployment Mode
11.1. Cloud
11.2. On Premises
12. AI in Chemical & Material Informatics Market, by Application
12.1. Drug Discovery
12.1.1. Lead Identification
12.1.2. Molecular Screening
12.2. Materials Design
12.3. Process Optimization
12.4. Quality Control
12.5. Supply Chain Management
13. AI in Chemical & Material Informatics Market, by End User Industry
13.1. Pharmaceuticals & Biotechnology
13.2. Chemicals & Petrochemicals
13.3. Consumer Goods
13.4. Electronics & Semiconductors
14. AI in Chemical & Material Informatics Market, by Region
14.1. Americas
14.1.1. North America
14.1.2. Latin America
14.2. Europe, Middle East & Africa
14.2.1. Europe
14.2.2. Middle East
14.2.3. Africa
14.3. Asia-Pacific
15. AI in Chemical & Material Informatics Market, by Group
15.1. ASEAN
15.2. GCC
15.3. European Union
15.4. BRICS
15.5. G7
15.6. NATO
16. AI in Chemical & Material Informatics Market, by Country
16.1. United States
16.2. Canada
16.3. Mexico
16.4. Brazil
16.5. United Kingdom
16.6. Germany
16.7. France
16.8. Russia
16.9. Italy
16.10. Spain
16.11. China
16.12. India
16.13. Japan
16.14. Australia
16.15. South Korea
17. United States AI in Chemical & Material Informatics Market
18. China AI in Chemical & Material Informatics Market
19. Competitive Landscape
19.1. Market Concentration Analysis, 2025
19.1.1. Concentration Ratio (CR)
19.1.2. Herfindahl Hirschman Index (HHI)
19.2. Recent Developments & Impact Analysis, 2025
19.3. Product Portfolio Analysis, 2025
19.4. Benchmarking Analysis, 2025
19.5. Advanced Chemistry Development Inc.
19.6. Albert Invent Corp.
19.7. Altair Engineering Inc.
19.8. Ansys, Inc.
19.9. Chemical.AI
19.10. Citrine Informatics
19.11. Dassault Systèmes SE
19.12. ENEOS Corporation
19.13. Enthought, Inc.
19.14. ExoMatter GmbH
19.15. Fujitsu Limited
19.16. Hitachi High-Tech Corporation
19.17. International Business Machines Corporation
19.18. Kebotix, Inc.
19.19. Mat3ra
19.20. Materials.Zone Ltd.
19.21. Mitsubishi Chemical Holdings Corporation
19.22. Noble Artificial Intelligence, Inc.
19.23. PerkinElmer Inc
19.24. Phaseshift Technologies Inc.
19.25. Polymerize Private Limited
19.26. QuesTek Innovations LLC
19.27. Schrödinger, Inc.
19.28. Sumitomo Chemical Co., Ltd.
19.29. TDK Corporation
19.30. Tilde Materials Informatics
19.31. Toray Industries, Inc.
19.32. Uncountable Inc
List of Figures
FIGURE 1. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 2. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SHARE, BY KEY PLAYER, 2025
FIGURE 3. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET, FPNV POSITIONING MATRIX, 2025
FIGURE 4. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 5. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 6. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 7. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 8. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 9. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 10. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 11. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY GROUP, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 12. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 13. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 14. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
List of Tables
TABLE 1. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 2. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 3. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 4. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 5. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 6. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 7. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESSORS, BY REGION, 2018-2032 (USD MILLION)
TABLE 8. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESSORS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 9. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESSORS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 10. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SENSORS, BY REGION, 2018-2032 (USD MILLION)
TABLE 11. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SENSORS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 12. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SENSORS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 13. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STORAGE SYSTEMS, BY REGION, 2018-2032 (USD MILLION)
TABLE 14. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STORAGE SYSTEMS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 15. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY STORAGE SYSTEMS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 16. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 17. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 18. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 19. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 20. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONSULTING, BY REGION, 2018-2032 (USD MILLION)
TABLE 21. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONSULTING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 22. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONSULTING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 23. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY IMPLEMENTATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 24. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY IMPLEMENTATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 25. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY IMPLEMENTATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 26. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TRAINING, BY REGION, 2018-2032 (USD MILLION)
TABLE 27. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TRAINING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 28. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TRAINING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 29. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 30. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 31. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 32. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 33. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 34. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 35. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 36. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MODELING TOOLS, BY REGION, 2018-2032 (USD MILLION)
TABLE 37. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MODELING TOOLS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 38. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MODELING TOOLS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 39. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY VISUALIZATION TOOLS, BY REGION, 2018-2032 (USD MILLION)
TABLE 40. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY VISUALIZATION TOOLS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 41. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY VISUALIZATION TOOLS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 42. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 43. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2032 (USD MILLION)
TABLE 44. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 45. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 46. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 47. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 48. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 49. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 50. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 51. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 52. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 53. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY EXPERIMENTAL DATA, BY REGION, 2018-2032 (USD MILLION)
TABLE 54. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY EXPERIMENTAL DATA, BY GROUP, 2018-2032 (USD MILLION)
TABLE 55. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY EXPERIMENTAL DATA, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 56. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS DATA, BY REGION, 2018-2032 (USD MILLION)
TABLE 57. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS DATA, BY GROUP, 2018-2032 (USD MILLION)
TABLE 58. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS DATA, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 59. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION DATA, BY REGION, 2018-2032 (USD MILLION)
TABLE 60. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION DATA, BY GROUP, 2018-2032 (USD MILLION)
TABLE 61. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION DATA, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 62. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 63. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2032 (USD MILLION)
TABLE 64. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CLOUD, BY GROUP, 2018-2032 (USD MILLION)
TABLE 65. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 66. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ON PREMISES, BY REGION, 2018-2032 (USD MILLION)
TABLE 67. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ON PREMISES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 68. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ON PREMISES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 69. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 70. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, BY REGION, 2018-2032 (USD MILLION)
TABLE 71. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, BY GROUP, 2018-2032 (USD MILLION)
TABLE 72. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 73. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 74. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY LEAD IDENTIFICATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 75. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY LEAD IDENTIFICATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 76. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY LEAD IDENTIFICATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 77. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MOLECULAR SCREENING, BY REGION, 2018-2032 (USD MILLION)
TABLE 78. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MOLECULAR SCREENING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 79. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MOLECULAR SCREENING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 80. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIALS DESIGN, BY REGION, 2018-2032 (USD MILLION)
TABLE 81. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIALS DESIGN, BY GROUP, 2018-2032 (USD MILLION)
TABLE 82. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY MATERIALS DESIGN, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 83. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 84. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 85. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PROCESS OPTIMIZATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 86. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY QUALITY CONTROL, BY REGION, 2018-2032 (USD MILLION)
TABLE 87. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY QUALITY CONTROL, BY GROUP, 2018-2032 (USD MILLION)
TABLE 88. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY QUALITY CONTROL, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 89. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 90. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 91. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 92. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 93. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PHARMACEUTICALS & BIOTECHNOLOGY, BY REGION, 2018-2032 (USD MILLION)
TABLE 94. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PHARMACEUTICALS & BIOTECHNOLOGY, BY GROUP, 2018-2032 (USD MILLION)
TABLE 95. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY PHARMACEUTICALS & BIOTECHNOLOGY, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 96. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CHEMICALS & PETROCHEMICALS, BY REGION, 2018-2032 (USD MILLION)
TABLE 97. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CHEMICALS & PETROCHEMICALS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 98. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CHEMICALS & PETROCHEMICALS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 99. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONSUMER GOODS, BY REGION, 2018-2032 (USD MILLION)
TABLE 100. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONSUMER GOODS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 101. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY CONSUMER GOODS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 102. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ELECTRONICS & SEMICONDUCTORS, BY REGION, 2018-2032 (USD MILLION)
TABLE 103. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ELECTRONICS & SEMICONDUCTORS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 104. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY ELECTRONICS & SEMICONDUCTORS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 105. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2018-2032 (USD MILLION)
TABLE 106. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 107. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 108. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 109. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 110. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 111. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 112. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 113. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 114. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 115. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 116. AMERICAS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 117. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 118. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 119. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 120. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 121. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 122. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 123. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 124. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 125. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 126. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 127. NORTH AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 128. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 129. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 130. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 131. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 132. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 133. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 134. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 135. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 136. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 137. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 138. LATIN AMERICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 139. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 140. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 141. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 142. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 143. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 144. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 145. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 146. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 147. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 148. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 149. EUROPE, MIDDLE EAST & AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 150. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 151. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 152. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 153. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 154. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 155. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 156. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 157. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 158. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 159. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 160. EUROPE AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 161. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 162. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 163. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 164. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 165. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 166. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 167. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 168. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 169. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 170. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 171. MIDDLE EAST AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 172. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 173. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 174. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 175. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 176. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 177. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 178. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 179. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 180. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 181. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 182. AFRICA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 183. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 184. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 185. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 186. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 187. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 188. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 189. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 190. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 191. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 192. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 193. ASIA-PACIFIC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 194. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 195. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 196. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 197. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 198. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 199. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 200. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 201. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 202. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 203. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 204. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 205. ASEAN AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 206. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 207. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 208. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 209. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 210. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 211. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 212. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 213. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 214. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 215. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 216. GCC AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 217. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 218. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 219. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 220. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 221. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 222. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 223. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 224. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 225. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 226. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 227. EUROPEAN UNION AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 228. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 229. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 230. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 231. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 232. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 233. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 234. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 235. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 236. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 237. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 238. BRICS AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 239. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 240. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 241. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 242. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 243. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 244. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 245. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 246. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 247. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 248. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 249. G7 AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 250. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 251. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 252. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 253. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 254. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 255. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 256. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 257. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 258. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 259. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 260. NATO AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 261. GLOBAL AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 262. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 263. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 264. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 265. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 266. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 267. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 268. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 269. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 270. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 271. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 272. UNITED STATES AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 273. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 274. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 275. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY HARDWARE, 2018-2032 (USD MILLION)
TABLE 276. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 277. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 278. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 279. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DATA MODALITY, 2018-2032 (USD MILLION)
TABLE 280. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2032 (USD MILLION)
TABLE 281. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 282. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY DRUG DISCOVERY, 2018-2032 (USD MILLION)
TABLE 283. CHINA AI IN CHEMICAL & MATERIAL INFORMATICS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)

Companies Mentioned

The key companies profiled in this AI in Chemical & Material Informatics market report include:
  • Advanced Chemistry Development Inc.
  • Albert Invent Corp.
  • Altair Engineering Inc.
  • Ansys, Inc.
  • Chemical.AI
  • Citrine Informatics
  • Dassault Systèmes SE
  • ENEOS Corporation
  • Enthought, Inc.
  • ExoMatter GmbH
  • 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
  • QuesTek Innovations LLC
  • Schrödinger, Inc.
  • Sumitomo Chemical Co., Ltd.
  • TDK Corporation
  • Tilde Materials Informatics
  • Toray Industries, Inc.
  • Uncountable Inc

Table Information

Report AttributeDetails
No. of Pages193
PublishedJanuary 2026
Forecast Period2026 - 2032
Estimated Market Value ( USD ) in 2026 $ 2.66 Billion
Forecasted Market Value ( USD ) by 2032 $ 6.47 Billion
Compound Annual Growth Rate15.9%
Regions CoveredGlobal
No. of Companies Mentioned29

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