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Material Informatics Market - Global Forecast 2026-2032

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    Report

  • 184 Pages
  • January 2026
  • Region: Global
  • 360iResearch™
  • ID: 5788877
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Material informatics is redefining how enterprises approach the discovery, analysis, and deployment of advanced materials, driving greater speed and precision in complex research and development workflows. As organizations seek competitive differentiation, understanding the evolving landscape of material informatics solutions is crucial for informed decision-making and effective innovation strategies.

Market Snapshot: Material Informatics Market Growth

The Material Informatics Market grew from USD 719.95 million in 2025 to USD 848.46 million in 2026. Demonstrating robust momentum, the market is projected to expand at a CAGR of 18.34% and reach USD 2.34 billion by 2032. Material informatics sits at the intersection of data analytics, advanced simulation, and experimental science, rapidly transforming how stakeholders in research, manufacturing, and technology source, refine, and apply new materials in their operations.

Scope & Segmentation of Material Informatics

This report provides a detailed breakdown of the material informatics ecosystem, featuring comprehensive analysis across technologies, material types, applications, and deployment models.

  • Component Types: Analytical instruments (e.g., atomic force and electron microscopes, spectroscopy devices), computational platforms (grid, high-performance, and quantum computing), and essential database systems for curating experimental and simulation data.
  • Material Types: Ceramics, metals, polymers (including thermoplastic and thermoset variants), and composites (such as carbon fiber and glass fiber).
  • Application Areas: Aerospace and defense (avionics, propulsion), automotive (electric vehicles, hybrid powertrain, combustion components), construction (framework, insulation), electronics (battery technologies, displays, semiconductors), and healthcare and life sciences (biomedical devices, diagnostic tools, pharmaceuticals screening).
  • Deployment Modes: Cloud-based solutions for scalability and remote access; on-premise models offer heightened data control and compliance with security protocols.
  • Regional Coverage: Americas, Europe, Middle East & Africa, and Asia Pacific, highlighting variable growth drivers and adoption rates influenced by policy, funding, and infrastructure.
  • Technological Drivers: Integration of artificial intelligence, machine learning, digital twin frameworks, open-source platform adoption, and advanced simulation environments.

Key Takeaways for Senior Decision-Makers

  • Data-driven design processes increasingly replace traditional material discovery methodologies, yielding faster cycle times and improved reliability in performance outcomes.
  • Emerging technologies such as machine learning and quantum computing are enabling more complex simulations, raising the accuracy of predictive models and facilitating innovation pipeline acceleration.
  • Expanded utilization of cloud infrastructure and edge computing is equipping dispersed research teams with seamless analytics access while supporting collaborative problem-solving across borders.
  • Segmented solutions cater to unique industry needs; for example, aerospace prioritizes weight and resilience, automotive emphasizes both performance and cost-effectiveness, and healthcare integrates compliance-driven data protocols.
  • Open-source standards and collaborative consortia are reducing integration barriers and promoting the adoption of uniform data frameworks for material datasets.
  • Continuous professional development and cross-disciplinary training are now essential as organizations merge traditional materials science with advanced data analytics skills to maximize their informatics investments.

Tariff Impact on the Material Informatics Market

Recent United States tariff policies introduced in 2025 are influencing supply chain and procurement strategies sector-wide. Increased import duties on microscopy tools, spectroscopy devices, and semiconductor components are prompting organizations to diversify sourcing and explore localized manufacturing. Software licensing and high-performance computing resources are being renegotiated to reflect tariff-driven costs, leading to increased adoption of domestic cloud platforms and more stringent cross-border compliance planning. Academic and industry consortia are also adapting shipment and collaboration protocols to mitigate regulatory complexity and potential project disruptions.

Methodology & Data Sources

This analysis integrates quantitative extraction from public and proprietary sources with qualitative validation from subject-matter experts. The approach combines market segmentation, technology mapping, and direct industry insights through structured interviews. Quality control protocols, including peer review and iterative dataset refinement, ensure that conclusions support effective decision-making.

Why This Report Matters

  • Enables senior leaders to assess actionable opportunities and risk factors as material informatics technologies reshape supply chains, regulatory compliance, and innovation strategies.
  • Equips organizations with tailored segmentation intelligence for market entry, partnership formation, and investment planning across industries and regions.
  • Supports confident decision-making by benchmarking best practices and competitive positioning based on up-to-date market dynamics.

Conclusion

Material informatics is reshaping advanced material discovery and deployment through technology convergence, real-time data integration, and adaptive strategies. By leveraging insight from this report, industry stakeholders can drive operational excellence and maintain a leading edge in a dynamic global market.

 

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. Material Informatics Market, by Component
8.1. Analytical Instruments
8.1.1. Microscopy Tools
8.1.1.1. Atomic Force Microscopy
8.1.1.2. Electron Microscopy
8.1.2. Spectroscopy Devices
8.1.2.1. Infrared Spectroscopy
8.1.2.2. Ultraviolet-Visible Spectroscopy
8.2. Services
8.2.1. Consulting & Implementation
8.2.2. Data Curation & Annotation
8.2.3. Support & Maintenance
8.3. Software
8.3.1. Computational Platforms
8.3.2. Data Analytics & Visualization Tools
8.3.3. Material Discovery Platforms
8.3.4. Simulation & Modeling Software
9. Material Informatics Market, by Material Type
9.1. Biomaterials
9.1.1. Biodegradable Biomaterials
9.1.2. Bioinspired Materials
9.1.3. Implantable Biomaterials
9.2. Catalysts
9.2.1. Enzymatic Catalysts
9.2.2. Heterogeneous Catalysts
9.2.3. Homogeneous Catalysts
9.3. Ceramics & Glass
9.3.1. Functional Ceramics
9.3.2. Glass
9.3.3. Structural Ceramics
9.4. Coatings & Surface Treatments
9.4.1. Anti-Corrosion Coatings
9.4.2. Anti-Fouling Coatings
9.4.3. Functional Coatings
9.4.4. Hard & Wear-Resistant Coatings
9.5. Composites
9.5.1. Ceramic Matrix Composites
9.5.2. Metal Matrix Composites
9.5.3. Natural-Fiber Composites
9.5.4. Polymer Matrix Composites
9.6. Metals & Alloys
9.6.1. Ferrous Alloys
9.6.2. High-Entropy Alloys
9.6.3. Non-Ferrous Alloys
9.7. Nanomaterials
9.7.1. MOFs & COFs
9.7.2. MXenes
9.7.3. Nanoparticles
9.7.4. Nanotubes & Nanowires
9.8. Polymers
9.8.1. Elastomers
9.8.2. Thermoplastics
9.8.2.1. Commodity Thermoplastics
9.8.2.2. Engineering Thermoplastics
9.8.2.3. High-Performance Thermoplastics
9.8.3. Thermosets
9.9. Semiconductor
9.9.1. Compound Semiconductors
9.9.2. Elemental Semiconductors
9.10. Textiles & Fibers
9.10.1. Natural Fibers
9.10.2. Synthetic Fibers
9.10.3. Technical Textiles
10. Material Informatics Market, by Technology
10.1. Automation & Robotics
10.1.1. High-Throughput Experimentation
10.1.2. Robotic Synthesis
10.1.3. Self-Driving Labs
10.2. Data Infrastructure
10.2.1. Data Lakes & Warehouses
10.2.2. Feature Stores
10.2.3. Knowledge Graphs
10.3. Machine Learning & AI
10.3.1. Active Learning & Bayesian Optimization
10.3.2. Deep Learning
10.3.2.1. Convolutional Neural Networks
10.3.2.2. Graph Neural Networks
10.3.2.3. Transformers & RNNs
10.3.3. Generative Models
10.3.3.1. Diffusion Models
10.3.3.2. GANs
10.3.3.3. VAEs
10.3.4. Physics-Informed ML
10.3.5. Reinforcement Learning
10.3.6. Transfer Learning & Multi-Task Learning
10.4. Security & Governance
10.4.1. Access Control
10.4.2. Audit Trails
10.4.3. Model Governance
10.5. Simulation & Computational Methods
10.5.1. CALPHAD
10.5.2. DFT & Ab Initio
10.5.3. Finite Element Analysis
10.5.4. Molecular Dynamics
10.5.5. Phase-Field Modeling
10.6. Visualization & Decision Support
10.6.1. Uncertainty Quantification
10.6.2. Visualization Dashboards
10.6.3. What-If Analysis
11. Material Informatics Market, by Data Source
11.1. Computational Data
11.1.1. DFT Databases
11.1.2. Molecular Dynamics Trajectories
11.1.3. Phase Diagrams
11.2. Experimental Data
11.2.1. High-Throughput Screening
11.2.2. Instrument Data
11.2.2.1. Diffraction & Scattering
11.2.2.2. Mechanical Testing
11.2.2.3. Microscopy
11.2.2.4. Spectroscopy
11.2.2.5. Thermal Analysis
11.2.3. LIMS & ELN
11.3. Proprietary & Supplier Data
11.4. Public Databases
11.4.1. ChEMBL
11.4.2. Materials Project
11.4.3. NOMAD
11.4.4. OQMD
11.4.5. PubChem
11.5. Real-World Performance Data
11.5.1. Field Sensors
11.5.2. Warranty & Failure Logs
11.6. Textual & Unstructured Data
11.6.1. Lab Notebooks
11.6.2. Patents
11.6.3. Publications
11.6.4. Technical Reports
12. Material Informatics Market, by Analytics Type
12.1. Descriptive
12.2. Diagnostic
12.3. Generative
12.4. Predictive
12.5. Prescriptive
13. Material Informatics Market, by Application
13.1. Formulation Design
13.1.1. Additives Optimization
13.1.2. Multicomponent Blends
13.1.3. Rheology Control
13.2. Knowledge Management & IP Analytics
13.2.1. Knowledge Graphs
13.2.2. Literature Insights
13.2.3. Patent Mining
13.3. Lab Automation & Experiment Planning
13.3.1. Autonomous Labs
13.3.2. Closed-Loop Optimization
13.3.3. Robotic Execution
13.4. Materials Discovery
13.4.1. Generative Design
13.4.2. Inverse Design
13.4.3. Property Prediction
13.5. Process Development & Scale-Up
13.5.1. Design of Experiments & Active Learning
13.5.2. Digital Twin
13.5.3. Process Parameter Optimization
13.6. Quality Control & Failure Analysis
13.6.1. Anomaly Detection
13.6.2. Predictive Quality
13.6.3. Root-Cause Analysis
13.7. Supply Chain & Sourcing
13.7.1. Compliance Screening
13.7.2. Raw Material Substitution
13.7.3. Supplier Risk Assessment
13.8. Sustainability & Circularity
13.8.1. Lifecycle Assessment
13.8.2. Recyclability & Circularity Modeling
13.8.3. Toxicity & HSE
14. Material Informatics Market, by End-User Industry
14.1. Academia & Research Institutes
14.2. Aerospace & Defense
14.3. Automotive
14.3.1. High-Temperature Alloys
14.3.2. Lightweight Composites
14.3.3. Surface Treatments
14.4. Chemicals
14.4.1. Adhesives & Sealants
14.4.2. Agrochemicals
14.4.3. Commodity Chemicals
14.4.4. Paints & Coatings
14.4.5. Petrochemicals
14.4.6. Specialty Chemicals
14.5. Construction & Building Materials
14.5.1. Cement & Concrete
14.5.2. Insulation Materials
14.5.3. Smart Glass & Glazing
14.6. Consumer Goods & Packaging
14.6.1. Food-Contact Materials
14.6.2. Sustainable Packaging
14.6.3. Textiles & Apparel
14.7. Electronics
14.7.1. Display Materials
14.7.2. Integrated Circuit Materials
14.7.3. Photonics & Optoelectronics
14.8. Energy & Utilities
14.8.1. Batteries & Energy Storage
14.8.2. Hydrogen & Fuel Cells
14.8.3. Nuclear
14.8.4. Oil & Gas
14.8.5. Renewables
14.9. Healthcare & Medical Devices
14.9.1. Diagnostics & Wearables
14.9.2. Implants & Prosthetics
14.10. Mining & Metals
14.11. Pharmaceuticals & Life Sciences
14.11.1. Advanced Therapies
14.11.2. Biologics
14.11.3. Drug Delivery & Excipients
14.11.4. Small Molecules
15. Material Informatics Market, by Organization Size
15.1. Large Enterprises
15.2. Small & Medium Enterprises
16. Material Informatics Market, by Region
16.1. Americas
16.1.1. North America
16.1.2. Latin America
16.2. Europe, Middle East & Africa
16.2.1. Europe
16.2.2. Middle East
16.2.3. Africa
16.3. Asia-Pacific
17. Material Informatics Market, by Group
17.1. ASEAN
17.2. GCC
17.3. European Union
17.4. BRICS
17.5. G7
17.6. NATO
18. Material Informatics Market, by Country
18.1. United States
18.2. Canada
18.3. Mexico
18.4. Brazil
18.5. United Kingdom
18.6. Germany
18.7. France
18.8. Russia
18.9. Italy
18.10. Spain
18.11. China
18.12. India
18.13. Japan
18.14. Australia
18.15. South Korea
19. United States Material Informatics Market
20. China Material Informatics Market
21. Competitive Landscape
21.1. Market Concentration Analysis, 2025
21.1.1. Concentration Ratio (CR)
21.1.2. Herfindahl Hirschman Index (HHI)
21.2. Recent Developments & Impact Analysis, 2025
21.3. Product Portfolio Analysis, 2025
21.4. Benchmarking Analysis, 2025
21.5. Alchemy Cloud, Inc.
21.6. BASF SE
21.7. Citrine Informatics
21.8. Dassault Systèmes SE
21.9. DeepMaterials, Inc.
21.10. Dow, Inc.
21.11. Elix, Inc.
21.12. ENEOS Corporation
21.13. Exabyte Inc.
21.14. ExoMatter GmbH
21.15. Exponential Technologies Ltd.
21.16. Hexagon AB
21.17. Hitachi, ltd.
21.18. Innophore GmbH
21.19. Intellegens Limited
21.20. Kebotix, Inc.
21.21. Materials Design, Inc.
21.22. Materials.Zone Technologies Ltd.
21.23. Noble Artificial Intelligence, Inc.
21.24. OntoChem GmbH by DS Digital Science GmbH
21.25. Optibrium Ltd.
21.26. Phaseshift Technologies Inc.
21.27. Polymerize Private Limited
21.28. Preferred Networks, Inc.
21.29. QuesTek Innovations LLC
21.30. Revvity Signals Software, Inc.
21.31. Schrodinger, Inc.
21.32. Simreka
21.33. Synopsys, Inc.
21.34. TDK Corporation
21.35. Thermo Fisher Scientific, Inc.
21.36. Tilde Materials Informatics
21.37. Uncountable Inc.
List of Figures
FIGURE 1. GLOBAL MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 2. GLOBAL MATERIAL INFORMATICS MARKET SHARE, BY KEY PLAYER, 2025
FIGURE 3. GLOBAL MATERIAL INFORMATICS MARKET, FPNV POSITIONING MATRIX, 2025
FIGURE 4. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 5. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL TYPE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 6. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 7. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA SOURCE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 8. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANALYTICS TYPE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 9. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY APPLICATION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 10. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY END-USER INDUSTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 11. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ORGANIZATION SIZE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 12. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY REGION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 13. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GROUP, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 14. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COUNTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 15. UNITED STATES MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 16. CHINA MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
List of Tables
TABLE 1. GLOBAL MATERIAL INFORMATICS MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 2. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 3. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANALYTICAL INSTRUMENTS, BY REGION, 2018-2032 (USD MILLION)
TABLE 4. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANALYTICAL INSTRUMENTS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 5. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANALYTICAL INSTRUMENTS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 6. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANALYTICAL INSTRUMENTS, 2018-2032 (USD MILLION)
TABLE 7. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MICROSCOPY TOOLS, BY REGION, 2018-2032 (USD MILLION)
TABLE 8. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MICROSCOPY TOOLS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 9. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MICROSCOPY TOOLS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 10. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MICROSCOPY TOOLS, 2018-2032 (USD MILLION)
TABLE 11. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ATOMIC FORCE MICROSCOPY, BY REGION, 2018-2032 (USD MILLION)
TABLE 12. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ATOMIC FORCE MICROSCOPY, BY GROUP, 2018-2032 (USD MILLION)
TABLE 13. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ATOMIC FORCE MICROSCOPY, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 14. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ELECTRON MICROSCOPY, BY REGION, 2018-2032 (USD MILLION)
TABLE 15. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ELECTRON MICROSCOPY, BY GROUP, 2018-2032 (USD MILLION)
TABLE 16. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ELECTRON MICROSCOPY, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 17. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SPECTROSCOPY DEVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 18. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SPECTROSCOPY DEVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 19. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SPECTROSCOPY DEVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 20. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SPECTROSCOPY DEVICES, 2018-2032 (USD MILLION)
TABLE 21. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY INFRARED SPECTROSCOPY, BY REGION, 2018-2032 (USD MILLION)
TABLE 22. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY INFRARED SPECTROSCOPY, BY GROUP, 2018-2032 (USD MILLION)
TABLE 23. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY INFRARED SPECTROSCOPY, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 24. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ULTRAVIOLET-VISIBLE SPECTROSCOPY, BY REGION, 2018-2032 (USD MILLION)
TABLE 25. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ULTRAVIOLET-VISIBLE SPECTROSCOPY, BY GROUP, 2018-2032 (USD MILLION)
TABLE 26. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ULTRAVIOLET-VISIBLE SPECTROSCOPY, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 27. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 28. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 29. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 30. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 31. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CONSULTING & IMPLEMENTATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 32. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CONSULTING & IMPLEMENTATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 33. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CONSULTING & IMPLEMENTATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 34. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA CURATION & ANNOTATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 35. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA CURATION & ANNOTATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 36. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA CURATION & ANNOTATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 37. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 38. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 39. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 40. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 41. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 42. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 43. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 44. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPUTATIONAL PLATFORMS, BY REGION, 2018-2032 (USD MILLION)
TABLE 45. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPUTATIONAL PLATFORMS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 46. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPUTATIONAL PLATFORMS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 47. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS & VISUALIZATION TOOLS, BY REGION, 2018-2032 (USD MILLION)
TABLE 48. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS & VISUALIZATION TOOLS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 49. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA ANALYTICS & VISUALIZATION TOOLS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 50. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL DISCOVERY PLATFORMS, BY REGION, 2018-2032 (USD MILLION)
TABLE 51. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL DISCOVERY PLATFORMS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 52. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL DISCOVERY PLATFORMS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 53. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION & MODELING SOFTWARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 54. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION & MODELING SOFTWARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 55. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION & MODELING SOFTWARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 56. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MATERIAL TYPE, 2018-2032 (USD MILLION)
TABLE 57. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIOMATERIALS, BY REGION, 2018-2032 (USD MILLION)
TABLE 58. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIOMATERIALS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 59. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIOMATERIALS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 60. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIOMATERIALS, 2018-2032 (USD MILLION)
TABLE 61. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIODEGRADABLE BIOMATERIALS, BY REGION, 2018-2032 (USD MILLION)
TABLE 62. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIODEGRADABLE BIOMATERIALS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 63. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIODEGRADABLE BIOMATERIALS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 64. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIOINSPIRED MATERIALS, BY REGION, 2018-2032 (USD MILLION)
TABLE 65. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIOINSPIRED MATERIALS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 66. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY BIOINSPIRED MATERIALS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 67. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY IMPLANTABLE BIOMATERIALS, BY REGION, 2018-2032 (USD MILLION)
TABLE 68. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY IMPLANTABLE BIOMATERIALS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 69. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY IMPLANTABLE BIOMATERIALS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 70. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CATALYSTS, BY REGION, 2018-2032 (USD MILLION)
TABLE 71. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CATALYSTS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 72. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CATALYSTS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 73. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CATALYSTS, 2018-2032 (USD MILLION)
TABLE 74. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ENZYMATIC CATALYSTS, BY REGION, 2018-2032 (USD MILLION)
TABLE 75. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ENZYMATIC CATALYSTS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 76. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ENZYMATIC CATALYSTS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 77. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HETEROGENEOUS CATALYSTS, BY REGION, 2018-2032 (USD MILLION)
TABLE 78. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HETEROGENEOUS CATALYSTS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 79. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HETEROGENEOUS CATALYSTS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 80. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HOMOGENEOUS CATALYSTS, BY REGION, 2018-2032 (USD MILLION)
TABLE 81. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HOMOGENEOUS CATALYSTS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 82. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HOMOGENEOUS CATALYSTS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 83. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CERAMICS & GLASS, BY REGION, 2018-2032 (USD MILLION)
TABLE 84. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CERAMICS & GLASS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 85. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CERAMICS & GLASS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 86. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CERAMICS & GLASS, 2018-2032 (USD MILLION)
TABLE 87. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FUNCTIONAL CERAMICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 88. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FUNCTIONAL CERAMICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 89. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FUNCTIONAL CERAMICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 90. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GLASS, BY REGION, 2018-2032 (USD MILLION)
TABLE 91. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GLASS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 92. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GLASS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 93. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY STRUCTURAL CERAMICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 94. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY STRUCTURAL CERAMICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 95. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY STRUCTURAL CERAMICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 96. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COATINGS & SURFACE TREATMENTS, BY REGION, 2018-2032 (USD MILLION)
TABLE 97. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COATINGS & SURFACE TREATMENTS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 98. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COATINGS & SURFACE TREATMENTS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 99. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COATINGS & SURFACE TREATMENTS, 2018-2032 (USD MILLION)
TABLE 100. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANTI-CORROSION COATINGS, BY REGION, 2018-2032 (USD MILLION)
TABLE 101. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANTI-CORROSION COATINGS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 102. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANTI-CORROSION COATINGS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 103. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANTI-FOULING COATINGS, BY REGION, 2018-2032 (USD MILLION)
TABLE 104. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANTI-FOULING COATINGS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 105. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ANTI-FOULING COATINGS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 106. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FUNCTIONAL COATINGS, BY REGION, 2018-2032 (USD MILLION)
TABLE 107. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FUNCTIONAL COATINGS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 108. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FUNCTIONAL COATINGS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 109. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HARD & WEAR-RESISTANT COATINGS, BY REGION, 2018-2032 (USD MILLION)
TABLE 110. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HARD & WEAR-RESISTANT COATINGS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 111. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HARD & WEAR-RESISTANT COATINGS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 112. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPOSITES, BY REGION, 2018-2032 (USD MILLION)
TABLE 113. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPOSITES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 114. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPOSITES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 115. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPOSITES, 2018-2032 (USD MILLION)
TABLE 116. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CERAMIC MATRIX COMPOSITES, BY REGION, 2018-2032 (USD MILLION)
TABLE 117. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CERAMIC MATRIX COMPOSITES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 118. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CERAMIC MATRIX COMPOSITES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 119. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY METAL MATRIX COMPOSITES, BY REGION, 2018-2032 (USD MILLION)
TABLE 120. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY METAL MATRIX COMPOSITES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 121. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY METAL MATRIX COMPOSITES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 122. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NATURAL-FIBER COMPOSITES, BY REGION, 2018-2032 (USD MILLION)
TABLE 123. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NATURAL-FIBER COMPOSITES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 124. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NATURAL-FIBER COMPOSITES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 125. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY POLYMER MATRIX COMPOSITES, BY REGION, 2018-2032 (USD MILLION)
TABLE 126. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY POLYMER MATRIX COMPOSITES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 127. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY POLYMER MATRIX COMPOSITES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 128. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY METALS & ALLOYS, BY REGION, 2018-2032 (USD MILLION)
TABLE 129. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY METALS & ALLOYS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 130. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY METALS & ALLOYS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 131. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY METALS & ALLOYS, 2018-2032 (USD MILLION)
TABLE 132. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FERROUS ALLOYS, BY REGION, 2018-2032 (USD MILLION)
TABLE 133. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FERROUS ALLOYS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 134. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FERROUS ALLOYS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 135. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HIGH-ENTROPY ALLOYS, BY REGION, 2018-2032 (USD MILLION)
TABLE 136. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HIGH-ENTROPY ALLOYS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 137. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HIGH-ENTROPY ALLOYS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 138. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NON-FERROUS ALLOYS, BY REGION, 2018-2032 (USD MILLION)
TABLE 139. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NON-FERROUS ALLOYS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 140. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NON-FERROUS ALLOYS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 141. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOMATERIALS, BY REGION, 2018-2032 (USD MILLION)
TABLE 142. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOMATERIALS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 143. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOMATERIALS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 144. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOMATERIALS, 2018-2032 (USD MILLION)
TABLE 145. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MOFS & COFS, BY REGION, 2018-2032 (USD MILLION)
TABLE 146. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MOFS & COFS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 147. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MOFS & COFS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 148. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MXENES, BY REGION, 2018-2032 (USD MILLION)
TABLE 149. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MXENES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 150. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MXENES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 151. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOPARTICLES, BY REGION, 2018-2032 (USD MILLION)
TABLE 152. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOPARTICLES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 153. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOPARTICLES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 154. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOTUBES & NANOWIRES, BY REGION, 2018-2032 (USD MILLION)
TABLE 155. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOTUBES & NANOWIRES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 156. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NANOTUBES & NANOWIRES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 157. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY POLYMERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 158. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY POLYMERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 159. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY POLYMERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 160. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY POLYMERS, 2018-2032 (USD MILLION)
TABLE 161. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ELASTOMERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 162. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ELASTOMERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 163. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ELASTOMERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 164. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY THERMOPLASTICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 165. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY THERMOPLASTICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 166. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY THERMOPLASTICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 167. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY THERMOPLASTICS, 2018-2032 (USD MILLION)
TABLE 168. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMMODITY THERMOPLASTICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 169. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMMODITY THERMOPLASTICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 170. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMMODITY THERMOPLASTICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 171. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ENGINEERING THERMOPLASTICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 172. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ENGINEERING THERMOPLASTICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 173. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ENGINEERING THERMOPLASTICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 174. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HIGH-PERFORMANCE THERMOPLASTICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 175. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HIGH-PERFORMANCE THERMOPLASTICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 176. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HIGH-PERFORMANCE THERMOPLASTICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 177. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY THERMOSETS, BY REGION, 2018-2032 (USD MILLION)
TABLE 178. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY THERMOSETS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 179. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY THERMOSETS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 180. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SEMICONDUCTOR, BY REGION, 2018-2032 (USD MILLION)
TABLE 181. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SEMICONDUCTOR, BY GROUP, 2018-2032 (USD MILLION)
TABLE 182. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SEMICONDUCTOR, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 183. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SEMICONDUCTOR, 2018-2032 (USD MILLION)
TABLE 184. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPOUND SEMICONDUCTORS, BY REGION, 2018-2032 (USD MILLION)
TABLE 185. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPOUND SEMICONDUCTORS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 186. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY COMPOUND SEMICONDUCTORS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 187. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ELEMENTAL SEMICONDUCTORS, BY REGION, 2018-2032 (USD MILLION)
TABLE 188. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ELEMENTAL SEMICONDUCTORS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 189. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ELEMENTAL SEMICONDUCTORS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 190. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TEXTILES & FIBERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 191. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TEXTILES & FIBERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 192. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TEXTILES & FIBERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 193. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TEXTILES & FIBERS, 2018-2032 (USD MILLION)
TABLE 194. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NATURAL FIBERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 195. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NATURAL FIBERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 196. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY NATURAL FIBERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 197. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SYNTHETIC FIBERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 198. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SYNTHETIC FIBERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 199. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SYNTHETIC FIBERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 200. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TECHNICAL TEXTILES, BY REGION, 2018-2032 (USD MILLION)
TABLE 201. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TECHNICAL TEXTILES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 202. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TECHNICAL TEXTILES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 203. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 204. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY AUTOMATION & ROBOTICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 205. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY AUTOMATION & ROBOTICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 206. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY AUTOMATION & ROBOTICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 207. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY AUTOMATION & ROBOTICS, 2018-2032 (USD MILLION)
TABLE 208. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HIGH-THROUGHPUT EXPERIMENTATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 209. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HIGH-THROUGHPUT EXPERIMENTATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 210. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY HIGH-THROUGHPUT EXPERIMENTATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 211. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ROBOTIC SYNTHESIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 212. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ROBOTIC SYNTHESIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 213. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ROBOTIC SYNTHESIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 214. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SELF-DRIVING LABS, BY REGION, 2018-2032 (USD MILLION)
TABLE 215. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SELF-DRIVING LABS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 216. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SELF-DRIVING LABS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 217. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA INFRASTRUCTURE, BY REGION, 2018-2032 (USD MILLION)
TABLE 218. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA INFRASTRUCTURE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 219. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA INFRASTRUCTURE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 220. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA INFRASTRUCTURE, 2018-2032 (USD MILLION)
TABLE 221. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA LAKES & WAREHOUSES, BY REGION, 2018-2032 (USD MILLION)
TABLE 222. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA LAKES & WAREHOUSES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 223. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DATA LAKES & WAREHOUSES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 224. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FEATURE STORES, BY REGION, 2018-2032 (USD MILLION)
TABLE 225. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FEATURE STORES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 226. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FEATURE STORES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 227. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY KNOWLEDGE GRAPHS, BY REGION, 2018-2032 (USD MILLION)
TABLE 228. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY KNOWLEDGE GRAPHS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 229. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY KNOWLEDGE GRAPHS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 230. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING & AI, BY REGION, 2018-2032 (USD MILLION)
TABLE 231. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING & AI, BY GROUP, 2018-2032 (USD MILLION)
TABLE 232. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING & AI, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 233. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MACHINE LEARNING & AI, 2018-2032 (USD MILLION)
TABLE 234. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ACTIVE LEARNING & BAYESIAN OPTIMIZATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 235. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ACTIVE LEARNING & BAYESIAN OPTIMIZATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 236. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ACTIVE LEARNING & BAYESIAN OPTIMIZATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 237. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 238. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 239. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 240. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DEEP LEARNING, 2018-2032 (USD MILLION)
TABLE 241. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS, BY REGION, 2018-2032 (USD MILLION)
TABLE 242. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 243. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CONVOLUTIONAL NEURAL NETWORKS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 244. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GRAPH NEURAL NETWORKS, BY REGION, 2018-2032 (USD MILLION)
TABLE 245. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GRAPH NEURAL NETWORKS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 246. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GRAPH NEURAL NETWORKS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 247. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TRANSFORMERS & RNNS, BY REGION, 2018-2032 (USD MILLION)
TABLE 248. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TRANSFORMERS & RNNS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 249. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TRANSFORMERS & RNNS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 250. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GENERATIVE MODELS, BY REGION, 2018-2032 (USD MILLION)
TABLE 251. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GENERATIVE MODELS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 252. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GENERATIVE MODELS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 253. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GENERATIVE MODELS, 2018-2032 (USD MILLION)
TABLE 254. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DIFFUSION MODELS, BY REGION, 2018-2032 (USD MILLION)
TABLE 255. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DIFFUSION MODELS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 256. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DIFFUSION MODELS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 257. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GANS, BY REGION, 2018-2032 (USD MILLION)
TABLE 258. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GANS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 259. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY GANS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 260. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY VAES, BY REGION, 2018-2032 (USD MILLION)
TABLE 261. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY VAES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 262. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY VAES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 263. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY PHYSICS-INFORMED ML, BY REGION, 2018-2032 (USD MILLION)
TABLE 264. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY PHYSICS-INFORMED ML, BY GROUP, 2018-2032 (USD MILLION)
TABLE 265. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY PHYSICS-INFORMED ML, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 266. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 267. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY REINFORCEMENT LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 268. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY REINFORCEMENT LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 269. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TRANSFER LEARNING & MULTI-TASK LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 270. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TRANSFER LEARNING & MULTI-TASK LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 271. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY TRANSFER LEARNING & MULTI-TASK LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 272. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SECURITY & GOVERNANCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 273. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SECURITY & GOVERNANCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 274. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SECURITY & GOVERNANCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 275. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SECURITY & GOVERNANCE, 2018-2032 (USD MILLION)
TABLE 276. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ACCESS CONTROL, BY REGION, 2018-2032 (USD MILLION)
TABLE 277. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ACCESS CONTROL, BY GROUP, 2018-2032 (USD MILLION)
TABLE 278. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY ACCESS CONTROL, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 279. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY AUDIT TRAILS, BY REGION, 2018-2032 (USD MILLION)
TABLE 280. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY AUDIT TRAILS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 281. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY AUDIT TRAILS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 282. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MODEL GOVERNANCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 283. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MODEL GOVERNANCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 284. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MODEL GOVERNANCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 285. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION & COMPUTATIONAL METHODS, BY REGION, 2018-2032 (USD MILLION)
TABLE 286. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION & COMPUTATIONAL METHODS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 287. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION & COMPUTATIONAL METHODS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 288. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY SIMULATION & COMPUTATIONAL METHODS, 2018-2032 (USD MILLION)
TABLE 289. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CALPHAD, BY REGION, 2018-2032 (USD MILLION)
TABLE 290. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CALPHAD, BY GROUP, 2018-2032 (USD MILLION)
TABLE 291. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY CALPHAD, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 292. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DFT & AB INITIO, BY REGION, 2018-2032 (USD MILLION)
TABLE 293. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DFT & AB INITIO, BY GROUP, 2018-2032 (USD MILLION)
TABLE 294. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY DFT & AB INITIO, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 295. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FINITE ELEMENT ANALYSIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 296. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FINITE ELEMENT ANALYSIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 297. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY FINITE ELEMENT ANALYSIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 298. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MOLECULAR DYNAMICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 299. GLOBAL MATERIAL INFORMATICS MARKET SIZE, BY MOLECULAR DYNAMICS, BY GROUP, 2018-2032 (USD M

Companies Mentioned

The key companies profiled in this Material Informatics market report include:
  • Alchemy Cloud, Inc.
  • BASF SE
  • Citrine Informatics
  • Dassault Systèmes SE
  • DeepMaterials, Inc.
  • Dow, Inc.
  • Elix, Inc.
  • ENEOS Corporation
  • Exabyte Inc.
  • ExoMatter GmbH
  • Exponential Technologies Ltd.
  • Hexagon AB
  • Hitachi, ltd.
  • Innophore GmbH
  • Intellegens Limited
  • Kebotix, Inc.
  • Materials Design, Inc.
  • Materials.Zone Technologies Ltd.
  • Noble Artificial Intelligence, Inc.
  • OntoChem GmbH by DS Digital Science GmbH
  • Optibrium Ltd.
  • Phaseshift Technologies Inc.
  • Polymerize Private Limited
  • Preferred Networks, Inc.
  • QuesTek Innovations LLC
  • Revvity Signals Software, Inc.
  • Schrodinger, Inc.
  • Simreka
  • Synopsys, Inc.
  • TDK Corporation
  • Thermo Fisher Scientific, Inc.
  • Tilde Materials Informatics
  • Uncountable Inc.

Table Information