Global Machine Learning in Drug Discovery and Development Market 2023 by Company, Regions, Type and Application, Forecast to 2029

1 Market Overview

• 1.1 Product Overview and Scope of Machine Learning in Drug Discovery and Development
• 1.2 Market Estimation Caveats and Base Year
• 1.3 Classification of Machine Learning in Drug Discovery and Development by Type
  • 1.3.1 Overview: Global Machine Learning in Drug Discovery and Development Market Size by Type: 2018 Versus 2022 Versus 2029
  • 1.3.2 Global Machine Learning in Drug Discovery and Development Consumption Value Market Share by Type in 2022
  • 1.3.3 Supervised Learning
  • 1.3.4 Semi-supervised Learning
  • 1.3.5 Unsupervised Learning
  • 1.3.6 Reinforcement Learning
• 1.4 Global Machine Learning in Drug Discovery and Development Market by Application
  • 1.4.1 Overview: Global Machine Learning in Drug Discovery and Development Market Size by Application: 2018 Versus 2022 Versus 2029
  • 1.4.2 Early Drug Discovery
  • 1.4.3 Preclinical Phase
  • 1.4.4 Clinical Phase
  • 1.4.5 Regulatory Approval
• 1.5 Global Machine Learning in Drug Discovery and Development Market Size & Forecast
• 1.6 Global Machine Learning in Drug Discovery and Development Market Size and Forecast by Region
  • 1.6.1 Global Machine Learning in Drug Discovery and Development Market Size by Region: 2018 VS 2022 VS 2029
  • 1.6.2 Global Machine Learning in Drug Discovery and Development Market Size by Region, (2018-2029)
  • 1.6.3 North America Machine Learning in Drug Discovery and Development Market Size and Prospect (2018-2029)
  • 1.6.4 Europe Machine Learning in Drug Discovery and Development Market Size and Prospect (2018-2029)
  • 1.6.5 Asia-Pacific Machine Learning in Drug Discovery and Development Market Size and Prospect (2018-2029)
  • 1.6.6 South America Machine Learning in Drug Discovery and Development Market Size and Prospect (2018-2029)
  • 1.6.7 Middle East and Africa Machine Learning in Drug Discovery and Development Market Size and Prospect (2018-2029)

2 Company Profiles

• 2.1 IBM
  • 2.1.1 IBM Details
  • 2.1.2 IBM Major Business
  • 2.1.3 IBM Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.1.4 IBM Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.1.5 IBM Recent Developments and Future Plans
• 2.2 Exscientia
  • 2.2.1 Exscientia Details
  • 2.2.2 Exscientia Major Business
  • 2.2.3 Exscientia Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.2.4 Exscientia Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.2.5 Exscientia Recent Developments and Future Plans
• 2.3 Google(Alphabet)
  • 2.3.1 Google(Alphabet) Details
  • 2.3.2 Google(Alphabet) Major Business
  • 2.3.3 Google(Alphabet) Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.3.4 Google(Alphabet) Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.3.5 Google(Alphabet) Recent Developments and Future Plans
• 2.4 Microsoft
  • 2.4.1 Microsoft Details
  • 2.4.2 Microsoft Major Business
  • 2.4.3 Microsoft Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.4.4 Microsoft Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.4.5 Microsoft Recent Developments and Future Plans
• 2.5 Atomwise
  • 2.5.1 Atomwise Details
  • 2.5.2 Atomwise Major Business
  • 2.5.3 Atomwise Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.5.4 Atomwise Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.5.5 Atomwise Recent Developments and Future Plans
• 2.6 Schrodinger
  • 2.6.1 Schrodinger Details
  • 2.6.2 Schrodinger Major Business
  • 2.6.3 Schrodinger Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.6.4 Schrodinger Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.6.5 Schrodinger Recent Developments and Future Plans
• 2.7 Aitia
  • 2.7.1 Aitia Details
  • 2.7.2 Aitia Major Business
  • 2.7.3 Aitia Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.7.4 Aitia Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.7.5 Aitia Recent Developments and Future Plans
• 2.8 Insilico Medicine
  • 2.8.1 Insilico Medicine Details
  • 2.8.2 Insilico Medicine Major Business
  • 2.8.3 Insilico Medicine Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.8.4 Insilico Medicine Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.8.5 Insilico Medicine Recent Developments and Future Plans
• 2.9 NVIDIA
  • 2.9.1 NVIDIA Details
  • 2.9.2 NVIDIA Major Business
  • 2.9.3 NVIDIA Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.9.4 NVIDIA Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.9.5 NVIDIA Recent Developments and Future Plans
• 2.10 XtalPi
  • 2.10.1 XtalPi Details
  • 2.10.2 XtalPi Major Business
  • 2.10.3 XtalPi Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.10.4 XtalPi Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.10.5 XtalPi Recent Developments and Future Plans
• 2.11 BPGbio
  • 2.11.1 BPGbio Details
  • 2.11.2 BPGbio Major Business
  • 2.11.3 BPGbio Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.11.4 BPGbio Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.11.5 BPGbio Recent Developments and Future Plans
• 2.12 Owkin
  • 2.12.1 Owkin Details
  • 2.12.2 Owkin Major Business
  • 2.12.3 Owkin Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.12.4 Owkin Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.12.5 Owkin Recent Developments and Future Plans
• 2.13 CytoReason
  • 2.13.1 CytoReason Details
  • 2.13.2 CytoReason Major Business
  • 2.13.3 CytoReason Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.13.4 CytoReason Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.13.5 CytoReason Recent Developments and Future Plans
• 2.14 Deep Genomics
  • 2.14.1 Deep Genomics Details
  • 2.14.2 Deep Genomics Major Business
  • 2.14.3 Deep Genomics Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.14.4 Deep Genomics Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.14.5 Deep Genomics Recent Developments and Future Plans
• 2.15 Cloud Pharmaceuticals
  • 2.15.1 Cloud Pharmaceuticals Details
  • 2.15.2 Cloud Pharmaceuticals Major Business
  • 2.15.3 Cloud Pharmaceuticals Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.15.4 Cloud Pharmaceuticals Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.15.5 Cloud Pharmaceuticals Recent Developments and Future Plans
• 2.16 BenevolentAI
  • 2.16.1 BenevolentAI Details
  • 2.16.2 BenevolentAI Major Business
  • 2.16.3 BenevolentAI Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.16.4 BenevolentAI Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.16.5 BenevolentAI Recent Developments and Future Plans
• 2.17 Cyclica
  • 2.17.1 Cyclica Details
  • 2.17.2 Cyclica Major Business
  • 2.17.3 Cyclica Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.17.4 Cyclica Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.17.5 Cyclica Recent Developments and Future Plans
• 2.18 Verge Genomics
  • 2.18.1 Verge Genomics Details
  • 2.18.2 Verge Genomics Major Business
  • 2.18.3 Verge Genomics Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.18.4 Verge Genomics Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.18.5 Verge Genomics Recent Developments and Future Plans
• 2.19 Valo Health
  • 2.19.1 Valo Health Details
  • 2.19.2 Valo Health Major Business
  • 2.19.3 Valo Health Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.19.4 Valo Health Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.19.5 Valo Health Recent Developments and Future Plans
• 2.20 Envisagenics
  • 2.20.1 Envisagenics Details
  • 2.20.2 Envisagenics Major Business
  • 2.20.3 Envisagenics Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.20.4 Envisagenics Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.20.5 Envisagenics Recent Developments and Future Plans
• 2.21 Euretos
  • 2.21.1 Euretos Details
  • 2.21.2 Euretos Major Business
  • 2.21.3 Euretos Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.21.4 Euretos Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.21.5 Euretos Recent Developments and Future Plans
• 2.22 BioAge Labs
  • 2.22.1 BioAge Labs Details
  • 2.22.2 BioAge Labs Major Business
  • 2.22.3 BioAge Labs Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.22.4 BioAge Labs Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.22.5 BioAge Labs Recent Developments and Future Plans
• 2.23 Iktos
  • 2.23.1 Iktos Details
  • 2.23.2 Iktos Major Business
  • 2.23.3 Iktos Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.23.4 Iktos Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.23.5 Iktos Recent Developments and Future Plans
• 2.24 BioSymetrics
  • 2.24.1 BioSymetrics Details
  • 2.24.2 BioSymetrics Major Business
  • 2.24.3 BioSymetrics Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.24.4 BioSymetrics Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.24.5 BioSymetrics Recent Developments and Future Plans
• 2.25 Evaxion Biotech
  • 2.25.1 Evaxion Biotech Details
  • 2.25.2 Evaxion Biotech Major Business
  • 2.25.3 Evaxion Biotech Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.25.4 Evaxion Biotech Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.25.5 Evaxion Biotech Recent Developments and Future Plans
• 2.26 Aria Pharmaceuticals, Inc
  • 2.26.1 Aria Pharmaceuticals, Inc Details
  • 2.26.2 Aria Pharmaceuticals, Inc Major Business
  • 2.26.3 Aria Pharmaceuticals, Inc Machine Learning in Drug Discovery and Development Product and Solutions
  • 2.26.4 Aria Pharmaceuticals, Inc Machine Learning in Drug Discovery and Development Revenue, Gross Margin and Market Share (2018-2023)
  • 2.26.5 Aria Pharmaceuticals, Inc Recent Developments and Future Plans

3 Market Competition, by Players

• 3.1 Global Machine Learning in Drug Discovery and Development Revenue and Share by Players (2018-2023)
• 3.2 Market Share Analysis (2022)
  • 3.2.1 Market Share of Machine Learning in Drug Discovery and Development by Company Revenue
  • 3.2.2 Top 3 Machine Learning in Drug Discovery and Development Players Market Share in 2022
  • 3.2.3 Top 6 Machine Learning in Drug Discovery and Development Players Market Share in 2022
• 3.3 Machine Learning in Drug Discovery and Development Market: Overall Company Footprint Analysis
  • 3.3.1 Machine Learning in Drug Discovery and Development Market: Region Footprint
  • 3.3.2 Machine Learning in Drug Discovery and Development Market: Company Product Type Footprint
  • 3.3.3 Machine Learning in Drug Discovery and Development Market: Company Product Application Footprint
• 3.4 New Market Entrants and Barriers to Market Entry
• 3.5 Mergers, Acquisition, Agreements, and Collaborations

4 Market Size Segment by Type

• 4.1 Global Machine Learning in Drug Discovery and Development Consumption Value and Market Share by Type (2018-2023)
• 4.2 Global Machine Learning in Drug Discovery and Development Market Forecast by Type (2024-2029)

5 Market Size Segment by Application

• 5.1 Global Machine Learning in Drug Discovery and Development Consumption Value Market Share by Application (2018-2023)
• 5.2 Global Machine Learning in Drug Discovery and Development Market Forecast by Application (2024-2029)

6 North America

• 6.1 North America Machine Learning in Drug Discovery and Development Consumption Value by Type (2018-2029)
• 6.2 North America Machine Learning in Drug Discovery and Development Consumption Value by Application (2018-2029)
• 6.3 North America Machine Learning in Drug Discovery and Development Market Size by Country
  • 6.3.1 North America Machine Learning in Drug Discovery and Development Consumption Value by Country (2018-2029)
  • 6.3.2 United States Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 6.3.3 Canada Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 6.3.4 Mexico Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)

7 Europe

• 7.1 Europe Machine Learning in Drug Discovery and Development Consumption Value by Type (2018-2029)
• 7.2 Europe Machine Learning in Drug Discovery and Development Consumption Value by Application (2018-2029)
• 7.3 Europe Machine Learning in Drug Discovery and Development Market Size by Country
  • 7.3.1 Europe Machine Learning in Drug Discovery and Development Consumption Value by Country (2018-2029)
  • 7.3.2 Germany Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 7.3.3 France Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 7.3.4 United Kingdom Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 7.3.5 Russia Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 7.3.6 Italy Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)

8 Asia-Pacific

• 8.1 Asia-Pacific Machine Learning in Drug Discovery and Development Consumption Value by Type (2018-2029)
• 8.2 Asia-Pacific Machine Learning in Drug Discovery and Development Consumption Value by Application (2018-2029)
• 8.3 Asia-Pacific Machine Learning in Drug Discovery and Development Market Size by Region
  • 8.3.1 Asia-Pacific Machine Learning in Drug Discovery and Development Consumption Value by Region (2018-2029)
  • 8.3.2 China Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 8.3.3 Japan Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 8.3.4 South Korea Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 8.3.5 India Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 8.3.6 Southeast Asia Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 8.3.7 Australia Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)

9 South America

• 9.1 South America Machine Learning in Drug Discovery and Development Consumption Value by Type (2018-2029)
• 9.2 South America Machine Learning in Drug Discovery and Development Consumption Value by Application (2018-2029)
• 9.3 South America Machine Learning in Drug Discovery and Development Market Size by Country
  • 9.3.1 South America Machine Learning in Drug Discovery and Development Consumption Value by Country (2018-2029)
  • 9.3.2 Brazil Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 9.3.3 Argentina Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)

10 Middle East & Africa

• 10.1 Middle East & Africa Machine Learning in Drug Discovery and Development Consumption Value by Type (2018-2029)
• 10.2 Middle East & Africa Machine Learning in Drug Discovery and Development Consumption Value by Application (2018-2029)
• 10.3 Middle East & Africa Machine Learning in Drug Discovery and Development Market Size by Country
  • 10.3.1 Middle East & Africa Machine Learning in Drug Discovery and Development Consumption Value by Country (2018-2029)
  • 10.3.2 Turkey Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 10.3.3 Saudi Arabia Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)
  • 10.3.4 UAE Machine Learning in Drug Discovery and Development Market Size and Forecast (2018-2029)

11 Market Dynamics

• 11.1 Machine Learning in Drug Discovery and Development Market Drivers
• 11.2 Machine Learning in Drug Discovery and Development Market Restraints
• 11.3 Machine Learning in Drug Discovery and Development Trends Analysis
• 11.4 Porters Five Forces Analysis
  • 11.4.1 Threat of New Entrants
  • 11.4.2 Bargaining Power of Suppliers
  • 11.4.3 Bargaining Power of Buyers
  • 11.4.4 Threat of Substitutes
  • 11.4.5 Competitive Rivalry
• 11.5 Influence of COVID-19 and Russia-Ukraine War
  • 11.5.1 Influence of COVID-19
  • 11.5.2 Influence of Russia-Ukraine War

12 Industry Chain Analysis

• 12.1 Machine Learning in Drug Discovery and Development Industry Chain
• 12.2 Machine Learning in Drug Discovery and Development Upstream Analysis
• 12.3 Machine Learning in Drug Discovery and Development Midstream Analysis
• 12.4 Machine Learning in Drug Discovery and Development Downstream Analysis

13 Research Findings and Conclusion

14 Appendix

• 14.1 Methodology
• 14.2 Research Process and Data Source