1 Market Overview of Digital Twins 1.1 Digital Twins Market Overview 1.1.1 Digital Twins Product Scope 1.1.2 Market Status and Outlook 1.2 Global Digital Twins Market Size Overview by Region 2015 VS 2020 VS 2026 1.3 Global Digital Twins Market Size by Region (2015-2026) 1.4 Global Digital Twins Historic Market Size by Region (2015-2020) 1.5 Global Digital Twins Market Size Forecast by Region (2021-2026) 1.6 Key Regions, Digital Twins Market Size YoY Growth (2015-2026) 1.6.1 North America Digital Twins Market Size YoY Growth (2015-2026) 1.6.2 Europe Digital Twins Market Size YoY Growth (2015-2026) 1.6.3 Asia-Pacific Digital Twins Market Size YoY Growth (2015-2026) 1.6.4 Latin America Digital Twins Market Size YoY Growth (2015-2026) 1.6.5 Middle East & Africa Digital Twins Market Size YoY Growth (2015-2026) 2 Digital Twins Market Overview by Type 2.1 Global Digital Twins Market Size by Type: 2015 VS 2020 VS 2026 2.2 Global Digital Twins Historic Market Size by Type (2015-2020) 2.3 Global Digital Twins Forecasted Market Size by Type (2021-2026) 2.4 Parts Twin 2.5 Product Twin 2.6 Process Twin 2.7 System Twin 3 Digital Twins Market Overview by Application 3.1 Global Digital Twins Market Size by Application: 2015 VS 2020 VS 2026 3.2 Global Digital Twins Historic Market Size by Application (2015-2020) 3.3 Global Digital Twins Forecasted Market Size by Application (2021-2026) 3.4 Aerospace & Defense 3.5 Automotive & Transportation 3.6 Machine Manufacturing 3.7 Energy & Utilities 3.8 Others 4 Global Digital Twins Competition Analysis by Players 4.1 Global Digital Twins Market Size (Million US$) by Players (2015-2020) 4.2 Global Top Manufacturers by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Digital Twins as of 2019) 4.3 Date of Key Manufacturers Enter into Digital Twins Market 4.4 Global Top Players Digital Twins Headquarters and Area Served 4.5 Key Players Digital Twins Product Solution and Service 4.6 Competitive Status 4.6.1 Digital Twins Market Concentration Rate 4.6.2 Mergers & Acquisitions, Expansion Plans 5 Company (Top Players) Profiles and Key Data 5.1 General Electric 5.1.1 General Electric Profile 5.1.2 General Electric Main Business 5.1.3 General Electric Products, Services and Solutions 5.1.4 General Electric Revenue (US$ Million) & (2015-2020) 5.1.5 General Electric Recent Developments 5.2 PTC 5.2.1 PTC Profile 5.2.2 PTC Main Business and Company’s Total Revenue 5.2.3 PTC Products, Services and Solutions 5.2.4 PTC Revenue (US$ Million) (2015-2020) 5.2.5 PTC Recent Development and Reaction to Covid-19 5.3 Siemens 5.5.1 Siemens Profile 5.3.2 Siemens Main Business 5.3.3 Siemens Products, Services and Solutions 5.3.4 Siemens Revenue (US$ Million) & (2015-2020) 5.3.5 Dassault Systèmes Recent Developments 5.4 Dassault Systèmes 5.4.1 Dassault Systèmes Profile 5.4.2 Dassault Systèmes Main Business 5.4.3 Dassault Systèmes Products, Services and Solutions 5.4.4 Dassault Systèmes Revenue (US$ Million) & (2015-2020) 5.4.5 Dassault Systèmes Recent Developments 5.5 IBM Corporation 5.5.1 IBM Corporation Profile 5.5.2 IBM Corporation Main Business 5.5.3 IBM Corporation Products, Services and Solutions 5.5.4 IBM Corporation Revenue (US$ Million) & (2015-2020) 5.5.5 IBM Corporation Recent Developments 5.6 ANSYS 5.6.1 ANSYS Profile 5.6.2 ANSYS Main Business 5.6.3 ANSYS Products, Services and Solutions 5.6.4 ANSYS Revenue (US$ Million) & (2015-2020) 5.6.5 ANSYS Recent Developments 5.7 Microsoft Corporation 5.7.1 Microsoft Corporation Profile 5.7.2 Microsoft Corporation Main Business and Company’s Total Revenue 5.7.3 Microsoft Corporation Products, Services and Solutions 5.7.4 Microsoft Corporation Revenue (US$ Million) (2015-2020) 5.7.5 Microsoft Corporation Recent Development and Reaction to Covid-19 5.8 Oracle Corporation 5.8.1 Oracle Corporation Profile 5.8.2 Oracle Corporation Main Business 5.8.3 Oracle Corporation Products, Services and Solutions 5.8.4 Oracle Corporation Revenue (US$ Million) & (2015-2020) 5.8.5 Oracle Corporation Recent Developments 6 North America 6.1 North America Digital Twins Market Size by Country 6.2 United States 6.3 Canada 7 Europe 7.1 Europe Digital Twins Market Size by Country 7.2 Germany 7.3 France 7.4 U.K. 7.5 Italy 7.6 Russia 7.7 Nordic 7.8 Rest of Europe 8 Asia-Pacific 8.1 Asia-Pacific Digital Twins Market Size by Region 8.2 China 8.3 Japan 8.4 South Korea 8.5 Southeast Asia 8.6 India 8.7 Australia 8.8 Rest of Asia-Pacific 9 Latin America 9.1 Latin America Digital Twins Market Size by Country 9.2 Mexico 9.3 Brazil 9.4 Rest of Latin America 10 Middle East & Africa 10.1 Middle East & Africa Digital Twins Market Size by Country 10.2 Turkey 10.3 Saudi Arabia 10.4 UAE 10.5 Rest of Middle East & Africa 11 Digital Twins Market Dynamics 11.1 Industry Trends 11.2 Market Drivers 11.3 Market Challenges 11.4 Market Restraints 12 Research Finding /Conclusion 13 Methodology and Data Source 13.1 Methodology/Research Approach 13.1.1 Research Programs/Design 13.1.2 Market Size Estimation 13.1.3 Market Breakdown and Data Triangulation 13.2 Data Source 13.2.1 Secondary Sources 13.2.2 Primary Sources 13.3 Disclaimer 13.4 Author List

List of Tables Table 1. Global Market Digital Twins Market Size (US$ Million) Comparison by Region 2015 VS 2020 VS 2026 Table 2. Global Digital Twins Market Size by Region (2015-2020) (US$ Million) Table 3. Global Digital Twins Market Size Share by Region (2015-2020) Table 4. Global Digital Twins Forecasted Market Size by Region (2021-2026) (US$ Million) Table 5. Global Digital Twins Forecasted Market Size Share by Region (2021-2026) Table 6. Global Digital Twins Market Size (US$ Million) by Type: 2015 VS 2020 VS 2026 Table 7. Global Digital Twins Market Size by Type (2015-2020) (US$ Million) Table 8. Global Digital Twins Revenue Market Share by Type (2015-2020) Table 9. Global Digital Twins Forecasted Market Size by Type (2021-2026) (US$ Million) Table 10. Global Digital Twins Revenue Market Share by Type (2021-2026) Table 11. Global Digital Twins Market Size (US$ Million) by Application: 2015 VS 2020 VS 2026 Table 12. Global Digital Twins Market Size by Application (2015-2020) (US$ Million) Table 13. Global Digital Twins Revenue Market Share by Application (2015-2020) Table 14. Global Digital Twins Forecasted Market Size by Application (2021-2026) (US$ Million) Table 15. Global Digital Twins Revenue Market Share by Application (2021-2026) Table 16. Global Digital Twins Revenue (US$ Million) by Players (2015-2020) Table 17. Global Digital Twins Revenue Market Share by Players (2015-2020) Table 18. Global Top Manufacturers Market Share by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Digital Twins as of 2019) Table 19. Date of Key Manufacturers Enter into Digital Twins Market Table 20. Global Digital Twins Top Players Headquarters and Area Served Table 21. Digital Twins Product Solution and Service Table 22. Global Digital Twins Manufacturers Market Concentration Ratio (CR5 and HHI) Table 23. Mergers & Acquisitions, Expansion Plans Table 24. General Electric Basic Information List Table 25. General Electric Description and Business Overview Table 26. General Electric Digital Twins Products, Services and Solutions Table 27. Revenue (Million US$) in Digital Twins Business of General Electric (2015-2020) Table 28. General Electric Recent Developments Table 29. PTC Basic Information List Table 30. PTC Description and Business Overview Table 31. PTC Digital Twins Products, Services and Solutions Table 32. Revenue (Million US$) in Digital Twins Business of PTC (2015-2020) Table 33. PTC Recent Developments Table 34. Siemens Basic Information List Table 35. Siemens Description and Business Overview Table 36. Siemens Digital Twins Products, Services and Solutions Table 37. Revenue (Million US$) in Digital Twins Business of Siemens (2015-2020) Table 38. Siemens Recent Developments Table 39. Dassault Systèmes Basic Information List Table 40. Dassault Systèmes Description and Business Overview Table 41. Dassault Systèmes Digital Twins Products, Services and Solutions Table 42. Revenue (Million US$) in Digital Twins Business of Dassault Systèmes (2015-2020) Table 43. Dassault Systèmes Recent Developments Table 44. IBM Corporation Basic Information List Table 45. IBM Corporation Description and Business Overview Table 46. IBM Corporation Digital Twins Products, Services and Solutions Table 47. Revenue (Million US$) in Digital Twins Business of IBM Corporation (2015-2020) Table 48. IBM Corporation Recent Developments Table 49. ANSYS Basic Information List Table 50. ANSYS Description and Business Overview Table 51. ANSYS Digital Twins Products, Services and Solutions Table 52. Revenue (Million US$) in Digital Twins Business of ANSYS (2015-2020) Table 53. ANSYS Recent Developments Table 54. Microsoft Corporation Basic Information List Table 55. Microsoft Corporation Description and Business Overview Table 56. Microsoft Corporation Digital Twins Products, Services and Solutions Table 57. Revenue (Million US$) in Digital Twins Business of Microsoft Corporation (2015-2020) Table 58. Microsoft Corporation Recent Developments Table 59. Oracle Corporation Basic Information List Table 60. Oracle Corporation Description and Business Overview Table 61. Oracle Corporation Digital Twins Products, Services and Solutions Table 62. Revenue (Million US$) in Digital Twins Business of Oracle Corporation (2015-2020) Table 63. Oracle Corporation Recent Developments Table 64. North America Digital Twins Market Size by Country (2015-2020) & (US$ Million) Table 65. North America Digital Twins Market Size Share by Country (2015-2020) Table 66. Europe Digital Twins Market Size by Country (2015-2020) & (US$ Million) Table 67. Europe Digital Twins Market Size Share by Country (2015-2020) Table 68. Asia-Pacific Digital Twins Market Size by Country (2015-2020) & (US$ Million) Table 69. Asia-Pacific Digital Twins Market Size Share by Country (2015-2020) (US$ Million) Table 70. Latin America Digital Twins Market Size by Country (2015-2020) & (US$ Million) Table 71. Latin America Digital Twins Market Size Share by Country (2015-2020) (US$ Million) Table 72. Middle East & Africa Digital Twins Market Size by Players (2015-2020) (US$ Million) Table 73. Middle East & Africa Digital Twins Market Size Share by Players (2015-2020) (US$ Million) Table 74. Digital Twins Market Trends Table 75. Digital Twins Market Drivers Table 76. Digital Twins Market Challenges Table 77. Digital Twins Market Restriants Table 78. Research Programs/Design for This Report Table 79. Key Data Information from Secondary Sources Table 80. Key Data Information from Primary Sources List of Figures Figure 1. Global Digital Twins Market Size Year-over-Year 2015-2026 & (US$ Million) Figure 2. Global Digital Twins Market Size (US$ Million), 2015 VS 2020VS 2026 Figure 3. Global Digital Twins Market Share by Regions: 2020 VS 2026 Figure 4. North America Digital Twins Market Size (US$ Million) Growth Rate (2015-2026) Figure 5. Europe Digital Twins Market Size (US$ Million) and Growth Rate (2015-2026) Figure 6. Asia-Pacific Digital Twins Market Size (US$ Million) and Growth Rate (2015-2026) Figure 7. Latin America Digital Twins Market Size (US$ Million) and Growth Rate (2015-2026) Figure 8. Middle East & Africa Digital Twins Market Size (US$ Million) and Growth Rate (2015-2026) Figure 9. Global Digital Twins Market Share by Type in 2020 & 2026 Figure 10. Parts Twin Market Size (US$ Million) YoY Growth (2015-2026) Figure 11. Product Twin Market Size (US$ Million) YoY Growth (2015-2026) Figure 12. Process Twin Market Size (US$ Million) YoY Growth (2015-2026) Figure 13. System Twin Market Size (US$ Million) YoY Growth (2015-2026) Figure 14. Global Digital Twins Market Size Share by Application in 2020 & 2026 Figure 15. Aerospace & Defense Market Size (US$ Million) YoY Growth (2015-2026) Figure 16. Automotive & Transportation Market Size (US$ Million) YoY Growth (2015-2026) Figure 17. Machine Manufacturing Market Size (US$ Million) YoY Growth (2015-2026) Figure 18. Energy & Utilities Market Size (US$ Million) YoY Growth (2015-2026) Figure 19. Others Market Size (US$ Million) YoY Growth (2015-2026) Figure 20. Digital Twins Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2015 VS 2019 Figure 21. Global Top 5 and Top 10 Players Digital Twins Market Share in 2019 Figure 22. United States Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 23. Canada Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 24. Germany Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 25. France Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 26. U.K. Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 27. Italy Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 28. Russia Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 29. Nordic Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 30. Rest of Europe Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 31. China Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 32. Japan Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 33. South Korea Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 34. Southeast Asia Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 35. India Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 36. Australia Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 37. Rest of Asia-Pacific Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 38. Mexico Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 39. Brazil Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 40. Rest of Latin America Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 41. Turkey Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 42. Saudi Arabia Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 43. UAE Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 44. Rest of Middle East & Africa Digital Twins Market Size YoY Growth (2015-2026) & (US$ Million) Figure 45. Bottom-up and Top-down Approaches for This Report Figure 46. Data Triangulation

General Electric PTC Siemens Dassault Systèmes IBM Corporation ANSYS Microsoft Corporation Oracle Corporation