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The global ai for scientific discovery market is forecasted to grow by USD 4.40 billion during 2024-2029, accelerating at a CAGR of 19.0% during the forecast period. The report on the global ai for scientific discovery market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.Speak directly to the analyst to clarify any post sales queries you may have.
The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of high-volume scientific data and advanced computational infrastructure, escalating investment and cross-disciplinary strategic collaborations, transformative advances in ai models and algorithms.
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.
The global ai for scientific discovery market is segmented as below:
By Application
- Target discovery
- De novo molecule design
- Biomarker and omics analysis
- Predictive toxicology
By Technology
- Generative models
- Graph and molecular ML
- Physics-informed ML
- Simulation and digital twins
By End-User
- Pharmaceutical research and development
- Biotechnology companies
- Academic and national labs
- Chemical and materials science firms
By Region
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- France
- Italy
- Spain
- The Netherlands
- APAC
- China
- Japan
- India
- South Korea
- Australia
- Indonesia
- South America
- Brazil
- Argentina
- Colombia
- Middle East and Africa
- UAE
- South Africa
- Turkey
- Rest of World (ROW)
The report on the global ai for scientific discovery market covers the following areas:
- Global ai for scientific discovery market sizing
- Global ai for scientific discovery market forecast
- Global ai for scientific discovery market industry analysis
The report presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.
Table of Contents
1 Executive Summary
1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by Technology
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Market Analysis
2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Chart on Overview on criticality of inputs and factors of differentiation
- Chart on Overview on factors of disruption
- Chart on Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
3.1 Market ecosystem
- Chart on Parent Market
- Data Table on - Parent Market
- Chart on Market characteristics analysis
- Chart on Value chain analysis
4 Market Sizing
4.1 Market definition
4.4 Market outlook: Forecast for 2024-2029
- Data Table on Offerings of companies included in the market definition
- Market segments
4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
5.1 Global AI For Scientific Discovery Market 2019 - 2023
- Historic Market Size - Data Table on Global AI For Scientific Discovery Market 2019 - 2023 ($ million)
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- Historic Market Size - Technology Segment 2019 - 2023 ($ million)
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
- Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Five Forces Analysis
6.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- Threat of new entrants - Impact of key factors in 2024 and 2029
- Threat of substitutes - Impact of key factors in 2024 and 2029
- Threat of rivalry - Impact of key factors in 2024 and 2029
- Chart on Market condition - Five forces 2024 and 2029
7 Market Segmentation by Application
7.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
- Chart on Comparison by Application
- Data Table on Comparison by Application
- Chart on Target discovery - Market size and forecast 2024-2029 ($ million)
- Data Table on Target discovery - Market size and forecast 2024-2029 ($ million)
- Chart on Target discovery - Year-over-year growth 2024-2029 (%)
- Data Table on Target discovery - Year-over-year growth 2024-2029 (%)
- Chart on De novo molecule design - Market size and forecast 2024-2029 ($ million)
- Data Table on De novo molecule design - Market size and forecast 2024-2029 ($ million)
- Chart on De novo molecule design - Year-over-year growth 2024-2029 (%)
- Data Table on De novo molecule design - Year-over-year growth 2024-2029 (%)
- Chart on Biomarker and omics analysis - Market size and forecast 2024-2029 ($ million)
- Data Table on Biomarker and omics analysis - Market size and forecast 2024-2029 ($ million)
- Chart on Biomarker and omics analysis - Year-over-year growth 2024-2029 (%)
- Data Table on Biomarker and omics analysis - Year-over-year growth 2024-2029 (%)
- Chart on Predictive toxicology - Market size and forecast 2024-2029 ($ million)
- Data Table on Predictive toxicology - Market size and forecast 2024-2029 ($ million)
- Chart on Predictive toxicology - Year-over-year growth 2024-2029 (%)
- Data Table on Predictive toxicology - Year-over-year growth 2024-2029 (%)
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)
8 Market Segmentation by Technology
8.1 Market segments
- Chart on Technology - Market share 2024-2029 (%)
- Data Table on Technology - Market share 2024-2029 (%)
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
- Chart on Generative models - Market size and forecast 2024-2029 ($ million)
- Data Table on Generative models - Market size and forecast 2024-2029 ($ million)
- Chart on Generative models - Year-over-year growth 2024-2029 (%)
- Data Table on Generative models - Year-over-year growth 2024-2029 (%)
- Chart on Graph and molecular ML - Market size and forecast 2024-2029 ($ million)
- Data Table on Graph and molecular ML - Market size and forecast 2024-2029 ($ million)
- Chart on Graph and molecular ML - Year-over-year growth 2024-2029 (%)
- Data Table on Graph and molecular ML - Year-over-year growth 2024-2029 (%)
- Chart on Physics-informed ML - Market size and forecast 2024-2029 ($ million)
- Data Table on Physics-informed ML - Market size and forecast 2024-2029 ($ million)
- Chart on Physics-informed ML - Year-over-year growth 2024-2029 (%)
- Data Table on Physics-informed ML - Year-over-year growth 2024-2029 (%)
- Chart on Simulation and digital twins - Market size and forecast 2024-2029 ($ million)
- Data Table on Simulation and digital twins - Market size and forecast 2024-2029 ($ million)
- Chart on Simulation and digital twins - Year-over-year growth 2024-2029 (%)
- Data Table on Simulation and digital twins - Year-over-year growth 2024-2029 (%)
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)
9 Market Segmentation by End-user
9.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- Chart on Pharmaceutical research and development - Market size and forecast 2024-2029 ($ million)
- Data Table on Pharmaceutical research and development - Market size and forecast 2024-2029 ($ million)
- Chart on Pharmaceutical research and development - Year-over-year growth 2024-2029 (%)
- Data Table on Pharmaceutical research and development - Year-over-year growth 2024-2029 (%)
- Chart on Biotechnology companies - Market size and forecast 2024-2029 ($ million)
- Data Table on Biotechnology companies - Market size and forecast 2024-2029 ($ million)
- Chart on Biotechnology companies - Year-over-year growth 2024-2029 (%)
- Data Table on Biotechnology companies - Year-over-year growth 2024-2029 (%)
- Chart on Academic and national labs - Market size and forecast 2024-2029 ($ million)
- Data Table on Academic and national labs - Market size and forecast 2024-2029 ($ million)
- Chart on Academic and national labs - Year-over-year growth 2024-2029 (%)
- Data Table on Academic and national labs - Year-over-year growth 2024-2029 (%)
- Chart on Chemical and materials science firms - Market size and forecast 2024-2029 ($ million)
- Data Table on Chemical and materials science firms - Market size and forecast 2024-2029 ($ million)
- Chart on Chemical and materials science firms - Year-over-year growth 2024-2029 (%)
- Data Table on Chemical and materials science firms - Year-over-year growth 2024-2029 (%)
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)
10 Customer Landscape
10.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Geographic Landscape
11.1 Geographic segmentation
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- Chart on Geographic comparison
- Data Table on Geographic comparison
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - North America
- Data Table on Regional Comparison - North America
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
- Chart on Mexico - Market size and forecast 2024-2029 ($ million)
- Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
- Chart on Mexico - Year-over-year growth 2024-2029 (%)
- Data Table on Mexico - Year-over-year growth 2024-2029 (%)
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - Europe
- Data Table on Regional Comparison - Europe
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
- Chart on Spain - Market size and forecast 2024-2029 ($ million)
- Data Table on Spain - Market size and forecast 2024-2029 ($ million)
- Chart on Spain - Year-over-year growth 2024-2029 (%)
- Data Table on Spain - Year-over-year growth 2024-2029 (%)
- Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
- Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
- Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
- Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - APAC
- Data Table on Regional Comparison - APAC
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
- Chart on South Korea - Market size and forecast 2024-2029 ($ million)
- Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
- Chart on South Korea - Year-over-year growth 2024-2029 (%)
- Data Table on South Korea - Year-over-year growth 2024-2029 (%)
- Chart on Australia - Market size and forecast 2024-2029 ($ million)
- Data Table on Australia - Market size and forecast 2024-2029 ($ million)
- Chart on Australia - Year-over-year growth 2024-2029 (%)
- Data Table on Australia - Year-over-year growth 2024-2029 (%)
- Chart on Indonesia - Market size and forecast 2024-2029 ($ million)
- Data Table on Indonesia - Market size and forecast 2024-2029 ($ million)
- Chart on Indonesia - Year-over-year growth 2024-2029 (%)
- Data Table on Indonesia - Year-over-year growth 2024-2029 (%)
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - South America
- Data Table on Regional Comparison - South America
- Chart on Brazil - Market size and forecast 2024-2029 ($ million)
- Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
- Chart on Brazil - Year-over-year growth 2024-2029 (%)
- Data Table on Brazil - Year-over-year growth 2024-2029 (%)
- Chart on Argentina - Market size and forecast 2024-2029 ($ million)
- Data Table on Argentina - Market size and forecast 2024-2029 ($ million)
- Chart on Argentina - Year-over-year growth 2024-2029 (%)
- Data Table on Argentina - Year-over-year growth 2024-2029 (%)
- Chart on Colombia - Market size and forecast 2024-2029 ($ million)
- Data Table on Colombia - Market size and forecast 2024-2029 ($ million)
- Chart on Colombia - Year-over-year growth 2024-2029 (%)
- Data Table on Colombia - Year-over-year growth 2024-2029 (%)
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Chart on Regional Comparison - Middle East and Africa
- Data Table on Regional Comparison - Middle East and Africa
- Chart on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
- Data Table on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
- Chart on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- Data Table on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- Chart on UAE - Market size and forecast 2024-2029 ($ million)
- Data Table on UAE - Market size and forecast 2024-2029 ($ million)
- Chart on UAE - Year-over-year growth 2024-2029 (%)
- Data Table on UAE - Year-over-year growth 2024-2029 (%)
- Chart on South Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on South Africa - Market size and forecast 2024-2029 ($ million)
- Chart on South Africa - Year-over-year growth 2024-2029 (%)
- Data Table on South Africa - Year-over-year growth 2024-2029 (%)
- Chart on Israel - Market size and forecast 2024-2029 ($ million)
- Data Table on Israel - Market size and forecast 2024-2029 ($ million)
- Chart on Israel - Year-over-year growth 2024-2029 (%)
- Data Table on Israel - Year-over-year growth 2024-2029 (%)
- Chart on Turkey - Market size and forecast 2024-2029 ($ million)
- Data Table on Turkey - Market size and forecast 2024-2029 ($ million)
- Chart on Turkey - Year-over-year growth 2024-2029 (%)
- Data Table on Turkey - Year-over-year growth 2024-2029 (%)
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
12 Drivers, Challenges, and Opportunity
12.1 Market drivers
- Proliferation of high-volume scientific data and advanced computational infrastructure
- Escalating investment and cross-disciplinary strategic collaborations
- Transformative advances in AI models and algorithms
- Data Scarcity, quality, and interoperability
- Prohibitive computational costs and infrastructure barriers
- Model interpretability, validation, and reproducibility
- Impact of drivers and challenges in 2024 and 2029
- Exponential growth in multi-modal and high-dimensional scientific data
- Maturation of AI architectures and democratization of high-performance computing
- Escalating strategic investments and public-private collaborations
13 Competitive Landscape
13.1 Overview
13.2 Competitive Landscape
13.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- Overview on factors of disruption
- Impact of key risks on business
14 Competitive Analysis
14.1 Companies profiled
- Companies covered
- Company ranking index
- Matrix on companies position and classification
- AbCellera Biologics Inc. - Overview
- AbCellera Biologics Inc. - Product / Service
- AbCellera Biologics Inc. - Key offerings
- SWOT
- Amazon Web Services Inc. - Overview
- Amazon Web Services Inc. - Product / Service
- Amazon Web Services Inc. - Key news
- Amazon Web Services Inc. - Key offerings
- SWOT
- Atomwise Inc. - Overview
- Atomwise Inc. - Product / Service
- Atomwise Inc. - Key offerings
- SWOT
- Benchling Inc. - Overview
- Benchling Inc. - Product / Service
- Benchling Inc. - Key offerings
- SWOT
- BenchSci Analytics Inc. - Overview
- BenchSci Analytics Inc. - Product / Service
- BenchSci Analytics Inc. - Key offerings
- SWOT
- BenevolentAI - Overview
- BenevolentAI - Product / Service
- BenevolentAI - Key offerings
- SWOT
- Evaxion AS - Overview
- Evaxion AS - Product / Service
- Evaxion AS - Key offerings
- SWOT
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
- Healx Ltd. - Overview
- Healx Ltd. - Product / Service
- Healx Ltd. - Key offerings
- SWOT
- IBM Corp. - Overview
- IBM Corp. - Business segments
- IBM Corp. - Key news
- IBM Corp. - Key offerings
- IBM Corp. - Segment focus
- SWOT
- Insilico Medicine - Overview
- Insilico Medicine - Product / Service
- Insilico Medicine - Key offerings
- SWOT
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- NVIDIA Corp. - Overview
- NVIDIA Corp. - Business segments
- NVIDIA Corp. - Key news
- NVIDIA Corp. - Key offerings
- NVIDIA Corp. - Segment focus
- SWOT
- Recursion Pharmaceuticals Inc. - Overview
- Recursion Pharmaceuticals Inc. - Product / Service
- Recursion Pharmaceuticals Inc. - Key offerings
- SWOT
- Schrodinger Inc. - Overview
- Schrodinger Inc. - Business segments
- Schrodinger Inc. - Key offerings
- Schrodinger Inc. - Segment focus
- SWOT
15 Appendix
15.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
- Inclusions checklist
- Exclusions checklist
- Currency conversion rates for US$
- Research methodology
- Information sources
- Data validation
- Validation techniques employed for market sizing
- Data synthesis
- 360 degree market analysis
- List of abbreviations
List of Exhibits
Exhibit 1: Executive Summary - Chart on Market Overview
Exhibit 2: Executive Summary - Data Table on Market Overview
Exhibit 3: Executive Summary - Chart on Global Market Characteristics
Exhibit 4: Executive Summary - Chart on Market by Geography
Exhibit 5: Executive Summary - Chart on Market Segmentation by Application
Exhibit 6: Executive Summary - Chart on Market Segmentation by Technology
Exhibit 7: Executive Summary - Chart on Market Segmentation by End-user
Exhibit 8: Executive Summary - Chart on Incremental Growth
Exhibit 9: Executive Summary - Data Table on Incremental Growth
Exhibit 10: Executive Summary - Chart on Company Market Positioning
Exhibit 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibit 12: Chart on Overview on criticality of inputs and factors of differentiation
Exhibit 13: Chart on Overview on factors of disruption
Exhibit 14: Chart on Impact of drivers and challenges in 2024 and 2029
Exhibit 15: Chart on Parent Market
Exhibit 16: Data Table on - Parent Market
Exhibit 17: Chart on Market characteristics analysis
Exhibit 18: Chart on Value chain analysis
Exhibit 19: Data Table on Offerings of companies included in the market definition
Exhibit 20: Market segments
Exhibit 21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibit 22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibit 23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibit 24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibit 25: Historic Market Size - Data Table on Global AI For Scientific Discovery Market 2019 - 2023 ($ million)
Exhibit 26: Historic Market Size - Application Segment 2019 - 2023 ($ million)
Exhibit 27: Historic Market Size - Technology Segment 2019 - 2023 ($ million)
Exhibit 28: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
Exhibit 29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibit 30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibit 31: Five forces analysis - Comparison between 2024 and 2029
Exhibit 32: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibit 33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibit 34: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibit 35: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibit 36: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibit 37: Chart on Market condition - Five forces 2024 and 2029
Exhibit 38: Chart on Application - Market share 2024-2029 (%)
Exhibit 39: Data Table on Application - Market share 2024-2029 (%)
Exhibit 40: Chart on Comparison by Application
Exhibit 41: Data Table on Comparison by Application
Exhibit 42: Chart on Target discovery - Market size and forecast 2024-2029 ($ million)
Exhibit 43: Data Table on Target discovery - Market size and forecast 2024-2029 ($ million)
Exhibit 44: Chart on Target discovery - Year-over-year growth 2024-2029 (%)
Exhibit 45: Data Table on Target discovery - Year-over-year growth 2024-2029 (%)
Exhibit 46: Chart on De novo molecule design - Market size and forecast 2024-2029 ($ million)
Exhibit 47: Data Table on De novo molecule design - Market size and forecast 2024-2029 ($ million)
Exhibit 48: Chart on De novo molecule design - Year-over-year growth 2024-2029 (%)
Exhibit 49: Data Table on De novo molecule design - Year-over-year growth 2024-2029 (%)
Exhibit 50: Chart on Biomarker and omics analysis - Market size and forecast 2024-2029 ($ million)
Exhibit 51: Data Table on Biomarker and omics analysis - Market size and forecast 2024-2029 ($ million)
Exhibit 52: Chart on Biomarker and omics analysis - Year-over-year growth 2024-2029 (%)
Exhibit 53: Data Table on Biomarker and omics analysis - Year-over-year growth 2024-2029 (%)
Exhibit 54: Chart on Predictive toxicology - Market size and forecast 2024-2029 ($ million)
Exhibit 55: Data Table on Predictive toxicology - Market size and forecast 2024-2029 ($ million)
Exhibit 56: Chart on Predictive toxicology - Year-over-year growth 2024-2029 (%)
Exhibit 57: Data Table on Predictive toxicology - Year-over-year growth 2024-2029 (%)
Exhibit 58: Market opportunity by Application ($ million)
Exhibit 59: Data Table on Market opportunity by Application ($ million)
Exhibit 60: Chart on Technology - Market share 2024-2029 (%)
Exhibit 61: Data Table on Technology - Market share 2024-2029 (%)
Exhibit 62: Chart on Comparison by Technology
Exhibit 63: Data Table on Comparison by Technology
Exhibit 64: Chart on Generative models - Market size and forecast 2024-2029 ($ million)
Exhibit 65: Data Table on Generative models - Market size and forecast 2024-2029 ($ million)
Exhibit 66: Chart on Generative models - Year-over-year growth 2024-2029 (%)
Exhibit 67: Data Table on Generative models - Year-over-year growth 2024-2029 (%)
Exhibit 68: Chart on Graph and molecular ML - Market size and forecast 2024-2029 ($ million)
Exhibit 69: Data Table on Graph and molecular ML - Market size and forecast 2024-2029 ($ million)
Exhibit 70: Chart on Graph and molecular ML - Year-over-year growth 2024-2029 (%)
Exhibit 71: Data Table on Graph and molecular ML - Year-over-year growth 2024-2029 (%)
Exhibit 72: Chart on Physics-informed ML - Market size and forecast 2024-2029 ($ million)
Exhibit 73: Data Table on Physics-informed ML - Market size and forecast 2024-2029 ($ million)
Exhibit 74: Chart on Physics-informed ML - Year-over-year growth 2024-2029 (%)
Exhibit 75: Data Table on Physics-informed ML - Year-over-year growth 2024-2029 (%)
Exhibit 76: Chart on Simulation and digital twins - Market size and forecast 2024-2029 ($ million)
Exhibit 77: Data Table on Simulation and digital twins - Market size and forecast 2024-2029 ($ million)
Exhibit 78: Chart on Simulation and digital twins - Year-over-year growth 2024-2029 (%)
Exhibit 79: Data Table on Simulation and digital twins - Year-over-year growth 2024-2029 (%)
Exhibit 80: Market opportunity by Technology ($ million)
Exhibit 81: Data Table on Market opportunity by Technology ($ million)
Exhibit 82: Chart on End-user - Market share 2024-2029 (%)
Exhibit 83: Data Table on End-user - Market share 2024-2029 (%)
Exhibit 84: Chart on Comparison by End-user
Exhibit 85: Data Table on Comparison by End-user
Exhibit 86: Chart on Pharmaceutical research and development - Market size and forecast 2024-2029 ($ million)
Exhibit 87: Data Table on Pharmaceutical research and development - Market size and forecast 2024-2029 ($ million)
Exhibit 88: Chart on Pharmaceutical research and development - Year-over-year growth 2024-2029 (%)
Exhibit 89: Data Table on Pharmaceutical research and development - Year-over-year growth 2024-2029 (%)
Exhibit 90: Chart on Biotechnology companies - Market size and forecast 2024-2029 ($ million)
Exhibit 91: Data Table on Biotechnology companies - Market size and forecast 2024-2029 ($ million)
Exhibit 92: Chart on Biotechnology companies - Year-over-year growth 2024-2029 (%)
Exhibit 93: Data Table on Biotechnology companies - Year-over-year growth 2024-2029 (%)
Exhibit 94: Chart on Academic and national labs - Market size and forecast 2024-2029 ($ million)
Exhibit 95: Data Table on Academic and national labs - Market size and forecast 2024-2029 ($ million)
Exhibit 96: Chart on Academic and national labs - Year-over-year growth 2024-2029 (%)
Exhibit 97: Data Table on Academic and national labs - Year-over-year growth 2024-2029 (%)
Exhibit 98: Chart on Chemical and materials science firms - Market size and forecast 2024-2029 ($ million)
Exhibit 99: Data Table on Chemical and materials science firms - Market size and forecast 2024-2029 ($ million)
Exhibit 100: Chart on Chemical and materials science firms - Year-over-year growth 2024-2029 (%)
Exhibit 101: Data Table on Chemical and materials science firms - Year-over-year growth 2024-2029 (%)
Exhibit 102: Market opportunity by End-user ($ million)
Exhibit 103: Data Table on Market opportunity by End-user ($ million)
Exhibit 104: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibit 105: Chart on Market share by geography 2024-2029 (%)
Exhibit 106: Data Table on Market share by geography 2024-2029 (%)
Exhibit 107: Chart on Geographic comparison
Exhibit 108: Data Table on Geographic comparison
Exhibit 109: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibit 110: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibit 111: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibit 112: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibit 113: Chart on Regional Comparison - North America
Exhibit 114: Data Table on Regional Comparison - North America
Exhibit 115: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibit 116: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibit 117: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibit 118: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibit 119: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibit 120: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibit 121: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibit 122: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibit 123: Chart on Mexico - Market size and forecast 2024-2029 ($ million)
Exhibit 124: Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
Exhibit 125: Chart on Mexico - Year-over-year growth 2024-2029 (%)
Exhibit 126: Data Table on Mexico - Year-over-year growth 2024-2029 (%)
Exhibit 127: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibit 128: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibit 129: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibit 130: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibit 131: Chart on Regional Comparison - Europe
Exhibit 132: Data Table on Regional Comparison - Europe
Exhibit 133: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibit 134: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibit 135: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibit 136: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibit 137: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibit 138: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibit 139: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibit 140: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibit 141: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibit 142: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibit 143: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibit 144: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibit 145: Chart on Italy - Market size and forecast 2024-2029 ($ million)
Exhibit 146: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Exhibit 147: Chart on Italy - Year-over-year growth 2024-2029 (%)
Exhibit 148: Data Table on Italy - Year-over-year growth 2024-2029 (%)
Exhibit 149: Chart on Spain - Market size and forecast 2024-2029 ($ million)
Exhibit 150: Data Table on Spain - Market size and forecast 2024-2029 ($ million)
Exhibit 151: Chart on Spain - Year-over-year growth 2024-2029 (%)
Exhibit 152: Data Table on Spain - Year-over-year growth 2024-2029 (%)
Exhibit 153: Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
Exhibit 154: Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
Exhibit 155: Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
Exhibit 156: Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
Exhibit 157: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibit 158: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibit 159: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibit 160: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibit 161: Chart on Regional Comparison - APAC
Exhibit 162: Data Table on Regional Comparison - APAC
Exhibit 163: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibit 164: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibit 165: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibit 166: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibit 167: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibit 168: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibit 169: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibit 170: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibit 171: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibit 172: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibit 173: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibit 174: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibit 175: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibit 176: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibit 177: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibit 178: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibit 179: Chart on Australia - Market size and forecast 2024-2029 ($ million)
Exhibit 180: Data Table on Australia - Market size and forecast 2024-2029 ($ million)
Exhibit 181: Chart on Australia - Year-over-year growth 2024-2029 (%)
Exhibit 182: Data Table on Australia - Year-over-year growth 2024-2029 (%)
Exhibit 183: Chart on Indonesia - Market size and forecast 2024-2029 ($ million)
Exhibit 184: Data Table on Indonesia - Market size and forecast 2024-2029 ($ million)
Exhibit 185: Chart on Indonesia - Year-over-year growth 2024-2029 (%)
Exhibit 186: Data Table on Indonesia - Year-over-year growth 2024-2029 (%)
Exhibit 187: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibit 188: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibit 189: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibit 190: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibit 191: Chart on Regional Comparison - South America
Exhibit 192: Data Table on Regional Comparison - South America
Exhibit 193: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibit 194: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibit 195: Chart on Brazil - Year-over-year growth 2024-2029 (%)
Exhibit 196: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
Exhibit 197: Chart on Argentina - Market size and forecast 2024-2029 ($ million)
Exhibit 198: Data Table on Argentina - Market size and forecast 2024-2029 ($ million)
Exhibit 199: Chart on Argentina - Year-over-year growth 2024-2029 (%)
Exhibit 200: Data Table on Argentina - Year-over-year growth 2024-2029 (%)
Exhibit 201: Chart on Colombia - Market size and forecast 2024-2029 ($ million)
Exhibit 202: Data Table on Colombia - Market size and forecast 2024-2029 ($ million)
Exhibit 203: Chart on Colombia - Year-over-year growth 2024-2029 (%)
Exhibit 204: Data Table on Colombia - Year-over-year growth 2024-2029 (%)
Exhibit 205: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibit 206: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibit 207: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibit 208: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibit 209: Chart on Regional Comparison - Middle East and Africa
Exhibit 210: Data Table on Regional Comparison - Middle East and Africa
Exhibit 211: Chart on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
Exhibit 212: Data Table on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
Exhibit 213: Chart on Saudi Arabia - Year-over-year growth 2024-2029 (%)
Exhibit 214: Data Table on Saudi Arabia - Year-over-year growth 2024-2029 (%)
Exhibit 215: Chart on UAE - Market size and forecast 2024-2029 ($ million)
Exhibit 216: Data Table on UAE - Market size and forecast 2024-2029 ($ million)
Exhibit 217: Chart on UAE - Year-over-year growth 2024-2029 (%)
Exhibit 218: Data Table on UAE - Year-over-year growth 2024-2029 (%)
Exhibit 219: Chart on South Africa - Market size and forecast 2024-2029 ($ million)
Exhibit 220: Data Table on South Africa - Market size and forecast 2024-2029 ($ million)
Exhibit 221: Chart on South Africa - Year-over-year growth 2024-2029 (%)
Exhibit 222: Data Table on South Africa - Year-over-year growth 2024-2029 (%)
Exhibit 223: Chart on Israel - Market size and forecast 2024-2029 ($ million)
Exhibit 224: Data Table on Israel - Market size and forecast 2024-2029 ($ million)
Exhibit 225: Chart on Israel - Year-over-year growth 2024-2029 (%)
Exhibit 226: Data Table on Israel - Year-over-year growth 2024-2029 (%)
Exhibit 227: Chart on Turkey - Market size and forecast 2024-2029 ($ million)
Exhibit 228: Data Table on Turkey - Market size and forecast 2024-2029 ($ million)
Exhibit 229: Chart on Turkey - Year-over-year growth 2024-2029 (%)
Exhibit 230: Data Table on Turkey - Year-over-year growth 2024-2029 (%)
Exhibit 231: Market opportunity by geography ($ million)
Exhibit 232: Data Tables on Market opportunity by geography ($ million)
Exhibit 233: Impact of drivers and challenges in 2024 and 2029
Exhibit 234: Overview on criticality of inputs and factors of differentiation
Exhibit 235: Overview on factors of disruption
Exhibit 236: Impact of key risks on business
Exhibit 237: Companies covered
Exhibit 238: Company ranking index
Exhibit 239: Matrix on companies position and classification
Exhibit 240: AbCellera Biologics Inc. - Overview
Exhibit 241: AbCellera Biologics Inc. - Product / Service
Exhibit 242: AbCellera Biologics Inc. - Key offerings
Exhibit 243: SWOT
Exhibit 244: Amazon Web Services Inc. - Overview
Exhibit 245: Amazon Web Services Inc. - Product / Service
Exhibit 246: Amazon Web Services Inc. - Key news
Exhibit 247: Amazon Web Services Inc. - Key offerings
Exhibit 248: SWOT
Exhibit 249: Atomwise Inc. - Overview
Exhibit 250: Atomwise Inc. - Product / Service
Exhibit 251: Atomwise Inc. - Key offerings
Exhibit 252: SWOT
Exhibit 253: Benchling Inc. - Overview
Exhibit 254: Benchling Inc. - Product / Service
Exhibit 255: Benchling Inc. - Key offerings
Exhibit 256: SWOT
Exhibit 257: BenchSci Analytics Inc. - Overview
Exhibit 258: BenchSci Analytics Inc. - Product / Service
Exhibit 259: BenchSci Analytics Inc. - Key offerings
Exhibit 260: SWOT
Exhibit 261: BenevolentAI - Overview
Exhibit 262: BenevolentAI - Product / Service
Exhibit 263: BenevolentAI - Key offerings
Exhibit 264: SWOT
Exhibit 265: Evaxion AS - Overview
Exhibit 266: Evaxion AS - Product / Service
Exhibit 267: Evaxion AS - Key offerings
Exhibit 268: SWOT
Exhibit 269: Google LLC - Overview
Exhibit 270: Google LLC - Product / Service
Exhibit 271: Google LLC - Key offerings
Exhibit 272: SWOT
Exhibit 273: Healx Ltd. - Overview
Exhibit 274: Healx Ltd. - Product / Service
Exhibit 275: Healx Ltd. - Key offerings
Exhibit 276: SWOT
Exhibit 277: IBM Corp. - Overview
Exhibit 278: IBM Corp. - Business segments
Exhibit 279: IBM Corp. - Key news
Exhibit 280: IBM Corp. - Key offerings
Exhibit 281: IBM Corp. - Segment focus
Exhibit 282: SWOT
Exhibit 283: Insilico Medicine - Overview
Exhibit 284: Insilico Medicine - Product / Service
Exhibit 285: Insilico Medicine - Key offerings
Exhibit 286: SWOT
Exhibit 287: Microsoft Corp. - Overview
Exhibit 288: Microsoft Corp. - Business segments
Exhibit 289: Microsoft Corp. - Key news
Exhibit 290: Microsoft Corp. - Key offerings
Exhibit 291: Microsoft Corp. - Segment focus
Exhibit 292: SWOT
Exhibit 293: NVIDIA Corp. - Overview
Exhibit 294: NVIDIA Corp. - Business segments
Exhibit 295: NVIDIA Corp. - Key news
Exhibit 296: NVIDIA Corp. - Key offerings
Exhibit 297: NVIDIA Corp. - Segment focus
Exhibit 298: SWOT
Exhibit 299: Recursion Pharmaceuticals Inc. - Overview
Exhibit 300: Recursion Pharmaceuticals Inc. - Product / Service
Exhibit 301: Recursion Pharmaceuticals Inc. - Key offerings
Exhibit 302: SWOT
Exhibit 303: Schrodinger Inc. - Overview
Exhibit 304: Schrodinger Inc. - Business segments
Exhibit 305: Schrodinger Inc. - Key offerings
Exhibit 306: Schrodinger Inc. - Segment focus
Exhibit 307: SWOT
Exhibit 308: Inclusions checklist
Exhibit 309: Exclusions checklist
Exhibit 310: Currency conversion rates for US$
Exhibit 311: Research methodology
Exhibit 312: Information sources
Exhibit 313: Data validation
Exhibit 314: Validation techniques employed for market sizing
Exhibit 315: Data synthesis
Exhibit 316: 360 degree market analysis
Exhibit 317: List of abbreviations
Exhibit 2: Executive Summary - Data Table on Market Overview
Exhibit 3: Executive Summary - Chart on Global Market Characteristics
Exhibit 4: Executive Summary - Chart on Market by Geography
Exhibit 5: Executive Summary - Chart on Market Segmentation by Application
Exhibit 6: Executive Summary - Chart on Market Segmentation by Technology
Exhibit 7: Executive Summary - Chart on Market Segmentation by End-user
Exhibit 8: Executive Summary - Chart on Incremental Growth
Exhibit 9: Executive Summary - Data Table on Incremental Growth
Exhibit 10: Executive Summary - Chart on Company Market Positioning
Exhibit 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibit 12: Chart on Overview on criticality of inputs and factors of differentiation
Exhibit 13: Chart on Overview on factors of disruption
Exhibit 14: Chart on Impact of drivers and challenges in 2024 and 2029
Exhibit 15: Chart on Parent Market
Exhibit 16: Data Table on - Parent Market
Exhibit 17: Chart on Market characteristics analysis
Exhibit 18: Chart on Value chain analysis
Exhibit 19: Data Table on Offerings of companies included in the market definition
Exhibit 20: Market segments
Exhibit 21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibit 22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibit 23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibit 24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibit 25: Historic Market Size - Data Table on Global AI For Scientific Discovery Market 2019 - 2023 ($ million)
Exhibit 26: Historic Market Size - Application Segment 2019 - 2023 ($ million)
Exhibit 27: Historic Market Size - Technology Segment 2019 - 2023 ($ million)
Exhibit 28: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
Exhibit 29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibit 30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibit 31: Five forces analysis - Comparison between 2024 and 2029
Exhibit 32: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibit 33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibit 34: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibit 35: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibit 36: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibit 37: Chart on Market condition - Five forces 2024 and 2029
Exhibit 38: Chart on Application - Market share 2024-2029 (%)
Exhibit 39: Data Table on Application - Market share 2024-2029 (%)
Exhibit 40: Chart on Comparison by Application
Exhibit 41: Data Table on Comparison by Application
Exhibit 42: Chart on Target discovery - Market size and forecast 2024-2029 ($ million)
Exhibit 43: Data Table on Target discovery - Market size and forecast 2024-2029 ($ million)
Exhibit 44: Chart on Target discovery - Year-over-year growth 2024-2029 (%)
Exhibit 45: Data Table on Target discovery - Year-over-year growth 2024-2029 (%)
Exhibit 46: Chart on De novo molecule design - Market size and forecast 2024-2029 ($ million)
Exhibit 47: Data Table on De novo molecule design - Market size and forecast 2024-2029 ($ million)
Exhibit 48: Chart on De novo molecule design - Year-over-year growth 2024-2029 (%)
Exhibit 49: Data Table on De novo molecule design - Year-over-year growth 2024-2029 (%)
Exhibit 50: Chart on Biomarker and omics analysis - Market size and forecast 2024-2029 ($ million)
Exhibit 51: Data Table on Biomarker and omics analysis - Market size and forecast 2024-2029 ($ million)
Exhibit 52: Chart on Biomarker and omics analysis - Year-over-year growth 2024-2029 (%)
Exhibit 53: Data Table on Biomarker and omics analysis - Year-over-year growth 2024-2029 (%)
Exhibit 54: Chart on Predictive toxicology - Market size and forecast 2024-2029 ($ million)
Exhibit 55: Data Table on Predictive toxicology - Market size and forecast 2024-2029 ($ million)
Exhibit 56: Chart on Predictive toxicology - Year-over-year growth 2024-2029 (%)
Exhibit 57: Data Table on Predictive toxicology - Year-over-year growth 2024-2029 (%)
Exhibit 58: Market opportunity by Application ($ million)
Exhibit 59: Data Table on Market opportunity by Application ($ million)
Exhibit 60: Chart on Technology - Market share 2024-2029 (%)
Exhibit 61: Data Table on Technology - Market share 2024-2029 (%)
Exhibit 62: Chart on Comparison by Technology
Exhibit 63: Data Table on Comparison by Technology
Exhibit 64: Chart on Generative models - Market size and forecast 2024-2029 ($ million)
Exhibit 65: Data Table on Generative models - Market size and forecast 2024-2029 ($ million)
Exhibit 66: Chart on Generative models - Year-over-year growth 2024-2029 (%)
Exhibit 67: Data Table on Generative models - Year-over-year growth 2024-2029 (%)
Exhibit 68: Chart on Graph and molecular ML - Market size and forecast 2024-2029 ($ million)
Exhibit 69: Data Table on Graph and molecular ML - Market size and forecast 2024-2029 ($ million)
Exhibit 70: Chart on Graph and molecular ML - Year-over-year growth 2024-2029 (%)
Exhibit 71: Data Table on Graph and molecular ML - Year-over-year growth 2024-2029 (%)
Exhibit 72: Chart on Physics-informed ML - Market size and forecast 2024-2029 ($ million)
Exhibit 73: Data Table on Physics-informed ML - Market size and forecast 2024-2029 ($ million)
Exhibit 74: Chart on Physics-informed ML - Year-over-year growth 2024-2029 (%)
Exhibit 75: Data Table on Physics-informed ML - Year-over-year growth 2024-2029 (%)
Exhibit 76: Chart on Simulation and digital twins - Market size and forecast 2024-2029 ($ million)
Exhibit 77: Data Table on Simulation and digital twins - Market size and forecast 2024-2029 ($ million)
Exhibit 78: Chart on Simulation and digital twins - Year-over-year growth 2024-2029 (%)
Exhibit 79: Data Table on Simulation and digital twins - Year-over-year growth 2024-2029 (%)
Exhibit 80: Market opportunity by Technology ($ million)
Exhibit 81: Data Table on Market opportunity by Technology ($ million)
Exhibit 82: Chart on End-user - Market share 2024-2029 (%)
Exhibit 83: Data Table on End-user - Market share 2024-2029 (%)
Exhibit 84: Chart on Comparison by End-user
Exhibit 85: Data Table on Comparison by End-user
Exhibit 86: Chart on Pharmaceutical research and development - Market size and forecast 2024-2029 ($ million)
Exhibit 87: Data Table on Pharmaceutical research and development - Market size and forecast 2024-2029 ($ million)
Exhibit 88: Chart on Pharmaceutical research and development - Year-over-year growth 2024-2029 (%)
Exhibit 89: Data Table on Pharmaceutical research and development - Year-over-year growth 2024-2029 (%)
Exhibit 90: Chart on Biotechnology companies - Market size and forecast 2024-2029 ($ million)
Exhibit 91: Data Table on Biotechnology companies - Market size and forecast 2024-2029 ($ million)
Exhibit 92: Chart on Biotechnology companies - Year-over-year growth 2024-2029 (%)
Exhibit 93: Data Table on Biotechnology companies - Year-over-year growth 2024-2029 (%)
Exhibit 94: Chart on Academic and national labs - Market size and forecast 2024-2029 ($ million)
Exhibit 95: Data Table on Academic and national labs - Market size and forecast 2024-2029 ($ million)
Exhibit 96: Chart on Academic and national labs - Year-over-year growth 2024-2029 (%)
Exhibit 97: Data Table on Academic and national labs - Year-over-year growth 2024-2029 (%)
Exhibit 98: Chart on Chemical and materials science firms - Market size and forecast 2024-2029 ($ million)
Exhibit 99: Data Table on Chemical and materials science firms - Market size and forecast 2024-2029 ($ million)
Exhibit 100: Chart on Chemical and materials science firms - Year-over-year growth 2024-2029 (%)
Exhibit 101: Data Table on Chemical and materials science firms - Year-over-year growth 2024-2029 (%)
Exhibit 102: Market opportunity by End-user ($ million)
Exhibit 103: Data Table on Market opportunity by End-user ($ million)
Exhibit 104: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibit 105: Chart on Market share by geography 2024-2029 (%)
Exhibit 106: Data Table on Market share by geography 2024-2029 (%)
Exhibit 107: Chart on Geographic comparison
Exhibit 108: Data Table on Geographic comparison
Exhibit 109: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibit 110: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibit 111: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibit 112: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibit 113: Chart on Regional Comparison - North America
Exhibit 114: Data Table on Regional Comparison - North America
Exhibit 115: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibit 116: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibit 117: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibit 118: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibit 119: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibit 120: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibit 121: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibit 122: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibit 123: Chart on Mexico - Market size and forecast 2024-2029 ($ million)
Exhibit 124: Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
Exhibit 125: Chart on Mexico - Year-over-year growth 2024-2029 (%)
Exhibit 126: Data Table on Mexico - Year-over-year growth 2024-2029 (%)
Exhibit 127: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibit 128: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibit 129: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibit 130: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibit 131: Chart on Regional Comparison - Europe
Exhibit 132: Data Table on Regional Comparison - Europe
Exhibit 133: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibit 134: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibit 135: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibit 136: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibit 137: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibit 138: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibit 139: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibit 140: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibit 141: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibit 142: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibit 143: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibit 144: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibit 145: Chart on Italy - Market size and forecast 2024-2029 ($ million)
Exhibit 146: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
Exhibit 147: Chart on Italy - Year-over-year growth 2024-2029 (%)
Exhibit 148: Data Table on Italy - Year-over-year growth 2024-2029 (%)
Exhibit 149: Chart on Spain - Market size and forecast 2024-2029 ($ million)
Exhibit 150: Data Table on Spain - Market size and forecast 2024-2029 ($ million)
Exhibit 151: Chart on Spain - Year-over-year growth 2024-2029 (%)
Exhibit 152: Data Table on Spain - Year-over-year growth 2024-2029 (%)
Exhibit 153: Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
Exhibit 154: Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
Exhibit 155: Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
Exhibit 156: Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
Exhibit 157: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibit 158: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibit 159: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibit 160: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibit 161: Chart on Regional Comparison - APAC
Exhibit 162: Data Table on Regional Comparison - APAC
Exhibit 163: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibit 164: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibit 165: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibit 166: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibit 167: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibit 168: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibit 169: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibit 170: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibit 171: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibit 172: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibit 173: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibit 174: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibit 175: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibit 176: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibit 177: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibit 178: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibit 179: Chart on Australia - Market size and forecast 2024-2029 ($ million)
Exhibit 180: Data Table on Australia - Market size and forecast 2024-2029 ($ million)
Exhibit 181: Chart on Australia - Year-over-year growth 2024-2029 (%)
Exhibit 182: Data Table on Australia - Year-over-year growth 2024-2029 (%)
Exhibit 183: Chart on Indonesia - Market size and forecast 2024-2029 ($ million)
Exhibit 184: Data Table on Indonesia - Market size and forecast 2024-2029 ($ million)
Exhibit 185: Chart on Indonesia - Year-over-year growth 2024-2029 (%)
Exhibit 186: Data Table on Indonesia - Year-over-year growth 2024-2029 (%)
Exhibit 187: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibit 188: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibit 189: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibit 190: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibit 191: Chart on Regional Comparison - South America
Exhibit 192: Data Table on Regional Comparison - South America
Exhibit 193: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibit 194: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibit 195: Chart on Brazil - Year-over-year growth 2024-2029 (%)
Exhibit 196: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
Exhibit 197: Chart on Argentina - Market size and forecast 2024-2029 ($ million)
Exhibit 198: Data Table on Argentina - Market size and forecast 2024-2029 ($ million)
Exhibit 199: Chart on Argentina - Year-over-year growth 2024-2029 (%)
Exhibit 200: Data Table on Argentina - Year-over-year growth 2024-2029 (%)
Exhibit 201: Chart on Colombia - Market size and forecast 2024-2029 ($ million)
Exhibit 202: Data Table on Colombia - Market size and forecast 2024-2029 ($ million)
Exhibit 203: Chart on Colombia - Year-over-year growth 2024-2029 (%)
Exhibit 204: Data Table on Colombia - Year-over-year growth 2024-2029 (%)
Exhibit 205: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibit 206: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibit 207: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibit 208: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibit 209: Chart on Regional Comparison - Middle East and Africa
Exhibit 210: Data Table on Regional Comparison - Middle East and Africa
Exhibit 211: Chart on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
Exhibit 212: Data Table on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
Exhibit 213: Chart on Saudi Arabia - Year-over-year growth 2024-2029 (%)
Exhibit 214: Data Table on Saudi Arabia - Year-over-year growth 2024-2029 (%)
Exhibit 215: Chart on UAE - Market size and forecast 2024-2029 ($ million)
Exhibit 216: Data Table on UAE - Market size and forecast 2024-2029 ($ million)
Exhibit 217: Chart on UAE - Year-over-year growth 2024-2029 (%)
Exhibit 218: Data Table on UAE - Year-over-year growth 2024-2029 (%)
Exhibit 219: Chart on South Africa - Market size and forecast 2024-2029 ($ million)
Exhibit 220: Data Table on South Africa - Market size and forecast 2024-2029 ($ million)
Exhibit 221: Chart on South Africa - Year-over-year growth 2024-2029 (%)
Exhibit 222: Data Table on South Africa - Year-over-year growth 2024-2029 (%)
Exhibit 223: Chart on Israel - Market size and forecast 2024-2029 ($ million)
Exhibit 224: Data Table on Israel - Market size and forecast 2024-2029 ($ million)
Exhibit 225: Chart on Israel - Year-over-year growth 2024-2029 (%)
Exhibit 226: Data Table on Israel - Year-over-year growth 2024-2029 (%)
Exhibit 227: Chart on Turkey - Market size and forecast 2024-2029 ($ million)
Exhibit 228: Data Table on Turkey - Market size and forecast 2024-2029 ($ million)
Exhibit 229: Chart on Turkey - Year-over-year growth 2024-2029 (%)
Exhibit 230: Data Table on Turkey - Year-over-year growth 2024-2029 (%)
Exhibit 231: Market opportunity by geography ($ million)
Exhibit 232: Data Tables on Market opportunity by geography ($ million)
Exhibit 233: Impact of drivers and challenges in 2024 and 2029
Exhibit 234: Overview on criticality of inputs and factors of differentiation
Exhibit 235: Overview on factors of disruption
Exhibit 236: Impact of key risks on business
Exhibit 237: Companies covered
Exhibit 238: Company ranking index
Exhibit 239: Matrix on companies position and classification
Exhibit 240: AbCellera Biologics Inc. - Overview
Exhibit 241: AbCellera Biologics Inc. - Product / Service
Exhibit 242: AbCellera Biologics Inc. - Key offerings
Exhibit 243: SWOT
Exhibit 244: Amazon Web Services Inc. - Overview
Exhibit 245: Amazon Web Services Inc. - Product / Service
Exhibit 246: Amazon Web Services Inc. - Key news
Exhibit 247: Amazon Web Services Inc. - Key offerings
Exhibit 248: SWOT
Exhibit 249: Atomwise Inc. - Overview
Exhibit 250: Atomwise Inc. - Product / Service
Exhibit 251: Atomwise Inc. - Key offerings
Exhibit 252: SWOT
Exhibit 253: Benchling Inc. - Overview
Exhibit 254: Benchling Inc. - Product / Service
Exhibit 255: Benchling Inc. - Key offerings
Exhibit 256: SWOT
Exhibit 257: BenchSci Analytics Inc. - Overview
Exhibit 258: BenchSci Analytics Inc. - Product / Service
Exhibit 259: BenchSci Analytics Inc. - Key offerings
Exhibit 260: SWOT
Exhibit 261: BenevolentAI - Overview
Exhibit 262: BenevolentAI - Product / Service
Exhibit 263: BenevolentAI - Key offerings
Exhibit 264: SWOT
Exhibit 265: Evaxion AS - Overview
Exhibit 266: Evaxion AS - Product / Service
Exhibit 267: Evaxion AS - Key offerings
Exhibit 268: SWOT
Exhibit 269: Google LLC - Overview
Exhibit 270: Google LLC - Product / Service
Exhibit 271: Google LLC - Key offerings
Exhibit 272: SWOT
Exhibit 273: Healx Ltd. - Overview
Exhibit 274: Healx Ltd. - Product / Service
Exhibit 275: Healx Ltd. - Key offerings
Exhibit 276: SWOT
Exhibit 277: IBM Corp. - Overview
Exhibit 278: IBM Corp. - Business segments
Exhibit 279: IBM Corp. - Key news
Exhibit 280: IBM Corp. - Key offerings
Exhibit 281: IBM Corp. - Segment focus
Exhibit 282: SWOT
Exhibit 283: Insilico Medicine - Overview
Exhibit 284: Insilico Medicine - Product / Service
Exhibit 285: Insilico Medicine - Key offerings
Exhibit 286: SWOT
Exhibit 287: Microsoft Corp. - Overview
Exhibit 288: Microsoft Corp. - Business segments
Exhibit 289: Microsoft Corp. - Key news
Exhibit 290: Microsoft Corp. - Key offerings
Exhibit 291: Microsoft Corp. - Segment focus
Exhibit 292: SWOT
Exhibit 293: NVIDIA Corp. - Overview
Exhibit 294: NVIDIA Corp. - Business segments
Exhibit 295: NVIDIA Corp. - Key news
Exhibit 296: NVIDIA Corp. - Key offerings
Exhibit 297: NVIDIA Corp. - Segment focus
Exhibit 298: SWOT
Exhibit 299: Recursion Pharmaceuticals Inc. - Overview
Exhibit 300: Recursion Pharmaceuticals Inc. - Product / Service
Exhibit 301: Recursion Pharmaceuticals Inc. - Key offerings
Exhibit 302: SWOT
Exhibit 303: Schrodinger Inc. - Overview
Exhibit 304: Schrodinger Inc. - Business segments
Exhibit 305: Schrodinger Inc. - Key offerings
Exhibit 306: Schrodinger Inc. - Segment focus
Exhibit 307: SWOT
Exhibit 308: Inclusions checklist
Exhibit 309: Exclusions checklist
Exhibit 310: Currency conversion rates for US$
Exhibit 311: Research methodology
Exhibit 312: Information sources
Exhibit 313: Data validation
Exhibit 314: Validation techniques employed for market sizing
Exhibit 315: Data synthesis
Exhibit 316: 360 degree market analysis
Exhibit 317: List of abbreviations
Executive Summary
The following companies are recognized as the key players in the global global ai for scientific discovery market: AbCellera Biologics Inc., Amazon Web Services Inc., Atomwise Inc., Benchling Inc., BenchSci Analytics Inc., BenevolentAI, Evaxion AS, Generate Biomedicines, Google LLC, Healx Ltd., IBM Corp., Insilico Medicine, Microsoft Corp., Nimbus Therapeutics, Novartis AG, NVIDIA Corp., Recursion Pharmaceuticals Inc., Schrodinger Inc..Commenting on the report, an analyst from the research team said: "The latest trend gaining momentum in the market is exponential growth in multi-modal and high-dimensional scientific data."
According to the report, one of the major drivers for this market is the proliferation of high-volume scientific data and advanced computational infrastructure.
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to a SWOT analysis of the key vendors.
Companies Mentioned (Partial List)
A selection of companies mentioned in this report includes, but is not limited to:
- AbCellera Biologics Inc.
- Amazon Web Services Inc.
- Atomwise Inc.
- Benchling Inc.
- BenchSci Analytics Inc.
- BenevolentAI
- Evaxion AS
- Generate Biomedicines
- Google LLC
- Healx Ltd.
- IBM Corp.
- Insilico Medicine
- Microsoft Corp.
- Nimbus Therapeutics
- Novartis AG
- NVIDIA Corp.
- Recursion Pharmaceuticals Inc.
- Schrodinger Inc.
