Simulation Software Market Forecasts to 2028 – Global Analysis By Deployment (Cloud and On-premises), Component (Software and Hardware), Application (Gamification, R&D and Product Engineering), End User and By Geography
|
Years Covered |
2020-2028 |
|
Estimated Year Value (2021) |
US $11.42 BN |
|
Projected Year Value (2028) |
US $38.61 BN |
|
CAGR (2021 - 2028) |
19.0% |
|
Regions Covered |
North America, Europe, Asia Pacific, South America, and Middle East & Africa |
|
Countries Covered |
US, Canada, Mexico, Germany, UK, Italy, France, Spain, Japan, China, India, Australia, New Zealand, South Korea, Rest of Asia Pacific, South America, Argentina, Brazil, Chile, Middle East & Africa, Saudi Arabia, UAE, Qatar, and South Africa |
|
Largest Market |
North America |
|
Highest Growing Market |
Asia Pacific |
According to Stratistics MRC, the Global Simulation Software Market is accounted for $11.42 billion in 2021 and is expected to reach $38.61 billion by 2028 growing at a CAGR of 19.0% during the forecast period. Simulation software is a program that allows companies to create a dummy process and observe an operation without actually performing it. It enables testing the same or modified system with different inputs, tracking, and analyzing responses. Simulation software is used widely to design equipment so that the final product could be close to the design specifications without being expensive in-process modification.
Market Dynamics:
Driver:
Emerging scope of simulations to digital twins
The usage of simulation is expected to increase as product development gets more complicated and sophisticated, and the risks and consequences of failure continue to rise. Companies will be much more reliant on their capacity to employ numerous physics and do entire system simulations. Furthermore, the capacity to create a "digital twin" and use real-world operational data from sensors to perform simulations based on live environments would broaden the scope of simulation's applications beyond engineers. As a result, the present level of simulation use indicates the potential for future prospects in many businesses throughout the world.
Restraint:
Integrating software is becoming more difficult, and data security is becoming more of a problem
Developers and testers are frequently confronted with a circumstance in which a simulation model performs well during testing but fails in real-world scenarios. Such discrepancies are known as data leakage. Data leakage is an error that occurs when information from the test and training sets is shared. The test set should represent previously unseen data in a real-world setting, whereas the training set contains data that has already been run on the system. Data leakage is common in most scenarios owing to human errors since developers have access to both train and test data sets. Data leaking causes an unexpectedly high simulation outcome, leading to firms or organisations being misled into implementing things in real-world circumstances. This has an impact on the simulation process as well as the total costs.
Opportunity:
Increasing spending on aerospace and military areas
Globally high spending on aerospace and military has provided an opportunity for simulation software innovation and implementation. The military frequently utilises war simulations to teach soldiers, which necessitates the usage of military simulation software. For such training, the US Army has employed virtual reality simulation technology. The incorporation of advanced technologies, such as AI and ML, can help military simulation software to become more efficient. The technology fulfills critical defense needs of command, control, and communications; manpower, personnel, and training; computing and software; electronics; and manufacturing technology. These defense models and simulations vary in a broad range from components of large weapons systems through system-level to simulations of missions and battles, and so forth. Such significant applications act as the opportunities for the growth of the global market in these industries.
Threat:
Large initial expenditure
The use of standardised benchmarking systems can assist researchers in making greater use of new technical advancements. Despite the existence of an effective MBS simulation tool, there is no common benchmark against which such software applications can be measured. Virtual prototypes of machinery, road and rail vehicle design, robotics, and even spacecraft control are all supported by MBS simulation technologies. Due to the lack of benchmarking methods, it is hard to compare the performance of various simulation approaches, posing a challenge for companies.
The software segment is expected to have a huge demand during the forecast period
Over the projection period, the software market is likely to maintain its dominance. Benefits such as data security, dependability, and uninterrupted testing have contributed to the segment's growth. Furthermore, finite element analysis is likely to play a significant role in the software segment's growth. FEA is frequently used to assess product quality, performance, and design in sectors such as automotive, aerospace, military, and electronics.
The service segment is expected to have the highest CAGR during the forecast period
The service segment's rise can be ascribed to a growing awareness of virtually enabled product development procedures among businesses and governments. Design and consultation, installation, and maintenance services are becoming increasingly popular among businesses. One of the leading competitors in the industry, ANSYS, Inc., offers consultancy and professional services for improving simulation workflow and compressing processes.
Region with largest share:
North America is projected to hold the largest share in the market. North America is an early adopter of simulation technology. The increase in the application of the simulation and analysis across verticals are the key driving factors for market growth. With the growing number of SME units in the region, coupled with the increasing focus on research and development activities in North America, the market is expected to witness significant growth over the forecast period.
Region with highest CAGR:
The Asia Pacific is projected to have the highest CAGR in the market. Asia Pacific is expected to witness extensive growth opportunities in the manufacturing and IT sectors during the forecast period. The existence of large population, developing infrastructure and technology and affluence of source are the major factors contributing to the growth of the simulation software market in the region.
Key players in the market:
Some of the key players profiled in the Simulation Software Market include The AnyLogic Company, ESI Group, SimScale GmbH, Altair Engineering, Inc., Dassault Systems, ANSYS, Inc., Autodesk Inc., The MathWorks, Inc., Synopsys Inc., Siemens Product Lifecycle Management Software Inc., GSE Systems, Bentley Systems, Inc., Altair Engineering, Inc., Hexagon AB (MSC Software Corporation), and PTC, Inc.
Key developments:
In June 2021: Siemens acquired Nextflow Software to speed simulations with advanced meshless technology. Nextflow Software become part of Siemens Digital Industries Software, where its offering will expand the Simcenter™ software portfolio, part of the Siemens' Xcelerator™ portfolio of software and services, with rapid meshless CFD capabilities to accelerate the analysis of complex transient applications in the automotive, aerospace, and marine industries such as gear box lubrication, tank sloshing or electric motor spray cooling.
In February 2021: MathWorks partnership with Aimotive, an automobile vehicle technology firm, has partnered with MathWorks. MathWorks will use the partnership to integrate AImotive's RoadRunner tool into aiSim, an automotive-grade simulation platform for end-to-end testing of automated driving software.
Deployment Covered:
• Cloud
• On-Premises
Components Covered:
• Software
• Services
Applications Covered:
• Gamification
• Research and Development
• Product Engineering
End User Covered:
• Automobile
• Chemicals
• Electrical and Electronics
• Aerospace and Defense
• Oil and Gas and Mining
• Architecture, Engineering, Construction (ACE)
• Ship Buildings and Marine
• Healthcare and Pharmaceuticals
• Industrial Manufacturing
• Other End Users
Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan
o China
o India
o Australia
o New Zealand
o South Korea
o Rest of Asia Pacific
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2020, 2021, 2022, 2025 and 2028
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
o Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 Market Trend Analysis
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.7 Application Analysis
3.8 End User Analysis
3.9 Emerging Markets
3.10 Impact of Covid-19
4 Porters Five Force Analysis
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 Global Simulation Software Market, By Deployment
5.1 Introduction
5.2 Cloud
5.3 On-Premises
6 Global Simulation Software Market, By Component
6.1 Introduction
6.2 Software
6.2.1 Finite Element Analysis
6.2.2 Electromagnetics Simulation
6.2.3 Computational Fluid Dynamics
6.3 Services
6.3.1 Design and Consulting
6.3.2 E-Learning and Training
6.3.3 Support and Maintenance
7 Global Simulation Software Market, By Application
7.1 Introduction
7.2 Gamification
7.3 Research and Development
7.4 Product Engineering
8 Global Simulation Software Market, By End User
8.1 Introduction
8.2 Automobile
8.3 Chemicals
8.4 Electrical and Electronics
8.5 Aerospace and Defense
8.6 Oil and Gas and Mining
8.7 Architecture, Engineering, Construction (ACE)
8.8 Ship Buildings and Marine
8.9 Healthcare and Pharmaceuticals
8.10 Industrial Manufacturing
8.11 Other End Users
8.11.1 Education and Research
8.11.2 Energy and Mining
9 Global Simulation Software Market, By Geography
9.1 Introduction
9.2 North America
9.2.1 US
9.2.2 Canada
9.2.3 Mexico
9.3 Europe
9.3.1 Germany
9.3.2 UK
9.3.3 Italy
9.3.4 France
9.3.5 Spain
9.3.6 Rest of Europe
9.4 Asia Pacific
9.4.1 Japan
9.4.2 China
9.4.3 India
9.4.4 Australia
9.4.5 New Zealand
9.4.6 South Korea
9.4.7 Rest of Asia Pacific
9.5 South America
9.5.1 Argentina
9.5.2 Brazil
9.5.3 Chile
9.5.4 Rest of South America
9.6 Middle East & Africa
9.6.1 Saudi Arabia
9.6.2 UAE
9.6.3 Qatar
9.6.4 South Africa
9.6.5 Rest of Middle East & Africa
10 Key Developments
10.1 Agreements, Partnerships, Collaborations and Joint Ventures
10.2 Acquisitions & Mergers
10.3 New Product Launch
10.4 Expansions
10.5 Other Key Strategies
11 Company Profiling
11.1 The AnyLogic Company
11.2 ESI Group
11.3 SimScale GmbH
11.4 Altair Engineering, Inc.
11.5 Dassault Systems
11.6 ANSYS, Inc.
11.7 Autodesk Inc.
11.8 The MathWorks, Inc.
11.9 Synopsys Inc.
11.10 Siemens Product Lifecycle Management Software Inc.
11.11 GSE Systems
11.12 Bentley Systems, Inc.
11.13 Altair Engineering, Inc.
11.14 Hexagon AB (MSC Software Corporation)
11.15 PTC, Inc.
List of Tables
1 Global Simulation Software Market Outlook, By Region (2020-2028) ($MN)
2 Global Simulation Software Market Outlook, By Deployment (2020-2028) ($MN)
3 Global Simulation Software Market Outlook, By Cloud (2020-2028) ($MN)
4 Global Simulation Software Market Outlook, By On-Premises (2020-2028) ($MN)
5 Global Simulation Software Market Outlook, By Component (2020-2028) ($MN)
6 Global Simulation Software Market Outlook, By Software (2020-2028) ($MN)
7 Global Simulation Software Market Outlook, By Finite Element Analysis (2020-2028) ($MN)
8 Global Simulation Software Market Outlook, By Electromagnetics Simulation (2020-2028) ($MN)
9 Global Simulation Software Market Outlook, By Computational Fluid Dynamics (2020-2028) ($MN)
10 Global Simulation Software Market Outlook, By Services (2020-2028) ($MN)
11 Global Simulation Software Market Outlook, By Design and Consulting (2020-2028) ($MN)
12 Global Simulation Software Market Outlook, By E-Learning and Training (2020-2028) ($MN)
13 Global Simulation Software Market Outlook, By Support and Maintenance (2020-2028) ($MN)
14 Global Simulation Software Market Outlook, By Research and Development (2020-2028) ($MN)
15 Global Simulation Software Market Outlook, By Application (2020-2028) ($MN)
16 Global Simulation Software Market Outlook, By Gamification (2020-2028) ($MN)
17 Global Simulation Software Market Outlook, By Product Engineering (2020-2028) ($MN)
18 Global Simulation Software Market Outlook, By End User (2020-2028) ($MN)
29 Global Simulation Software Market Outlook, By Automobile (2020-2028) ($MN)
20 Global Simulation Software Market Outlook, By Chemicals (2020-2028) ($MN)
21 Global Simulation Software Market Outlook, By Electrical and Electronics (2020-2028) ($MN)
22 Global Simulation Software Market Outlook, By Aerospace and Defense (2020-2028) ($MN)
23 Global Simulation Software Market Outlook, By Oil and Gas and Mining (2020-2028) ($MN)
24 Global Simulation Software Market Outlook, By Architecture, Engineering, Construction (ACE) (2020-2028) ($MN)
25 Global Simulation Software Market Outlook, By Ship Buildings and Marine (2020-2028) ($MN)
26 Global Simulation Software Market Outlook, By Healthcare and Pharmaceuticals (2020-2028) ($MN)
27 Global Simulation Software Market Outlook, By Industrial Manufacturing (2020-2028) ($MN)
28 Global Simulation Software Market Outlook, By Other End Users (2020-2028) ($MN)
29 Global Simulation Software Market Outlook, By Education and Research (2020-2028) ($MN)
30 Global Simulation Software Market Outlook, By Energy and Mining (2020-2028) ($MN)
31 North America Simulation Software Market Outlook, By Country (2020-2028) ($MN)
33 North America Simulation Software Market Outlook, By Deployment (2020-2028) ($MN)
34 North America Simulation Software Market Outlook, By Cloud (2020-2028) ($MN)
35 North America Simulation Software Market Outlook, By On-Premises (2020-2028) ($MN)
36 North America Simulation Software Market Outlook, By Component (2020-2028) ($MN)
37 North America Simulation Software Market Outlook, By Software (2020-2028) ($MN)
38 North America Simulation Software Market Outlook, By Finite Element Analysis (2020-2028) ($MN)
39 North America Simulation Software Market Outlook, By Electromagnetics Simulation (2020-2028) ($MN)
40 North America Simulation Software Market Outlook, By Computational Fluid Dynamics (2020-2028) ($MN)
41 North America Simulation Software Market Outlook, By Services (2020-2028) ($MN)
42 North America Simulation Software Market Outlook, By Design and Consulting (2020-2028) ($MN)
43 North America Simulation Software Market Outlook, By E-Learning and Training (2020-2028) ($MN)
44 North America Simulation Software Market Outlook, By Support and Maintenance (2020-2028) ($MN)
45 North America Simulation Software Market Outlook, By Application (2020-2028) ($MN)
46 North America Simulation Software Market Outlook, By Gamification (2020-2028) ($MN)
47 North America Simulation Software Market Outlook, By Research and Development (2020-2028) ($MN)
48 North America Simulation Software Market Outlook, By Product Engineering (2020-2028) ($MN)
49 North America Simulation Software Market Outlook, By End User (2020-2028) ($MN)
50 North America Simulation Software Market Outlook, By Automobile (2020-2028) ($MN)
51 North America Simulation Software Market Outlook, By Chemicals (2020-2028) ($MN)
52 North America Simulation Software Market Outlook, By Electrical and Electronics (2020-2028) ($MN)
53 North America Simulation Software Market Outlook, By Aerospace and Defense (2020-2028) ($MN)
54 North America Simulation Software Market Outlook, By Oil and Gas and Mining (2020-2028) ($MN)
55 North America Simulation Software Market Outlook, By Architecture, Engineering, Construction (ACE) (2020-2028) ($MN)
56 North America Simulation Software Market Outlook, By Ship Buildings and Marine (2020-2028) ($MN)
57 North America Simulation Software Market Outlook, By Healthcare and Pharmaceuticals (2020-2028) ($MN)
58 North America Simulation Software Market Outlook, By Industrial Manufacturing (2020-2028) ($MN)
59 North America Simulation Software Market Outlook, By Other End Users (2020-2028) ($MN)
60 North America Simulation Software Market Outlook, By Education and Research (2020-2028) ($MN)
61 North America Simulation Software Market Outlook, By Energy and Mining (2020-2028) ($MN)
62 Europe Simulation Software Market Outlook, By Country (2020-2028) ($MN)
63 Europe Simulation Software Market Outlook, By Deployment (2020-2028) ($MN)
64 Europe Simulation Software Market Outlook, By Cloud (2020-2028) ($MN)
65 Europe Simulation Software Market Outlook, By On-Premises (2020-2028) ($MN)
66 Europe Simulation Software Market Outlook, By Component (2020-2028) ($MN)
67 Europe Simulation Software Market Outlook, By Software (2020-2028) ($MN)
68 Europe Simulation Software Market Outlook, By Finite Element Analysis (2020-2028) ($MN)
69 Europe Simulation Software Market Outlook, By Electromagnetics Simulation (2020-2028) ($MN)
70 Europe Simulation Software Market Outlook, By Computational Fluid Dynamics (2020-2028) ($MN)
71 Europe Simulation Software Market Outlook, By Services (2020-2028) ($MN)
72 Europe Simulation Software Market Outlook, By Design and Consulting (2020-2028) ($MN)
73 Europe Simulation Software Market Outlook, By E-Learning and Training (2020-2028) ($MN)
74 Europe Simulation Software Market Outlook, By Support and Maintenance (2020-2028) ($MN)
75 Europe Simulation Software Market Outlook, By Application (2020-2028) ($MN)
76 Europe Simulation Software Market Outlook, By Gamification (2020-2028) ($MN)
77 Europe Simulation Software Market Outlook, By Research and Development (2020-2028) ($MN)
78 Europe Simulation Software Market Outlook, By Product Engineering (2020-2028) ($MN)
79 Europe Simulation Software Market Outlook, By End User (2020-2028) ($MN)
80 Europe Simulation Software Market Outlook, By Automobile (2020-2028) ($MN)
81 Europe Simulation Software Market Outlook, By Chemicals (2020-2028) ($MN)
82 Europe Simulation Software Market Outlook, By Electrical and Electronics (2020-2028) ($MN)
83 Europe Simulation Software Market Outlook, By Aerospace and Defense (2020-2028) ($MN)
84 Europe Simulation Software Market Outlook, By Oil and Gas and Mining (2020-2028) ($MN)
85 Europe Simulation Software Market Outlook, By Architecture, Engineering, Construction (ACE) (2020-2028) ($MN)
86 Europe Simulation Software Market Outlook, By Ship Buildings and Marine (2020-2028) ($MN)
87 Europe Simulation Software Market Outlook, By Healthcare and Pharmaceuticals (2020-2028) ($MN)
88 Europe Simulation Software Market Outlook, By Industrial Manufacturing (2020-2028) ($MN)
89 Europe Simulation Software Market Outlook, By Other End Users (2020-2028) ($MN)
90 Europe Simulation Software Market Outlook, By Education and Research (2020-2028) ($MN)
91 Europe Simulation Software Market Outlook, By Energy and Mining (2020-2028) ($MN)
92 Asia Pacific Simulation Software Market Outlook, By Country (2020-2028) ($MN)
93 Asia Pacific Simulation Software Market Outlook, By Deployment (2020-2028) ($MN)
94 Asia Pacific Simulation Software Market Outlook, By Cloud (2020-2028) ($MN)
95 Asia Pacific Simulation Software Market Outlook, By On-Premises (2020-2028) ($MN)
96 Asia Pacific Simulation Software Market Outlook, By Component (2020-2028) ($MN)
97 Asia Pacific Simulation Software Market Outlook, By Software (2020-2028) ($MN)
98 Asia Pacific Simulation Software Market Outlook, By Finite Element Analysis (2020-2028) ($MN)
99 Asia Pacific Simulation Software Market Outlook, By Electromagnetics Simulation (2020-2028) ($MN)
100 Asia Pacific Simulation Software Market Outlook, By Computational Fluid Dynamics (2020-2028) ($MN)
102 Asia Pacific Simulation Software Market Outlook, By Services (2020-2028) ($MN)
103 Asia Pacific Simulation Software Market Outlook, By Design and Consulting (2020-2028) ($MN)
105 Asia Pacific Simulation Software Market Outlook, By E-Learning and Training (2020-2028) ($MN)
106 Asia Pacific Simulation Software Market Outlook, By Support and Maintenance (2020-2028) ($MN)
108 Asia Pacific Simulation Software Market Outlook, By Application (2020-2028) ($MN)
109 Asia Pacific Simulation Software Market Outlook, By Gamification (2020-2028) ($MN)
110 Asia Pacific Simulation Software Market Outlook, By Research and Development (2020-2028) ($MN)
111 Asia Pacific Simulation Software Market Outlook, By Product Engineering (2020-2028) ($MN)
112 Asia Pacific Simulation Software Market Outlook, By End User (2020-2028) ($MN)
113 Asia Pacific Simulation Software Market Outlook, By Automobile (2020-2028) ($MN)
114 Asia Pacific Simulation Software Market Outlook, By Chemicals (2020-2028) ($MN)
115 Asia Pacific Simulation Software Market Outlook, By Electrical and Electronics (2020-2028) ($MN)
116 Asia Pacific Simulation Software Market Outlook, By Aerospace and Defense (2020-2028) ($MN)
117 Asia Pacific Simulation Software Market Outlook, By Oil and Gas and Mining (2020-2028) ($MN)
118 Asia Pacific Simulation Software Market Outlook, By Architecture, Engineering, Construction (ACE) (2020-2028) ($MN)
119 Asia Pacific Simulation Software Market Outlook, By Ship Buildings and Marine (2020-2028) ($MN)
120 Asia Pacific Simulation Software Market Outlook, By Healthcare and Pharmaceuticals (2020-2028) ($MN)
121 Asia Pacific Simulation Software Market Outlook, By Industrial Manufacturing (2020-2028) ($MN)
122 Asia Pacific Simulation Software Market Outlook, By Other End Users (2020-2028) ($MN)
123 Asia Pacific Simulation Software Market Outlook, By Education and Research (2020-2028) ($MN)
124 Asia Pacific Simulation Software Market Outlook, By Energy and Mining (2020-2028) ($MN)
125 South America Simulation Software Market Outlook, By Country (2020-2028) ($MN)
126 South America Simulation Software Market Outlook, By Deployment (2020-2028) ($MN)
127 South America Simulation Software Market Outlook, By Cloud (2020-2028) ($MN)
128 South America Simulation Software Market Outlook, By On-Premises (2020-2028) ($MN)
129 South America Simulation Software Market Outlook, By Component (2020-2028) ($MN)
130 South America Simulation Software Market Outlook, By Software (2020-2028) ($MN)
131 South America Simulation Software Market Outlook, By Finite Element Analysis (2020-2028) ($MN)
132 South America Simulation Software Market Outlook, By Electromagnetics Simulation (2020-2028) ($MN)
133 South America Simulation Software Market Outlook, By Computational Fluid Dynamics (2020-2028) ($MN)
134 South America Simulation Software Market Outlook, By Services (2020-2028) ($MN)
135 South America Simulation Software Market Outlook, By Design and Consulting (2020-2028) ($MN)
136 South America Simulation Software Market Outlook, By E-Learning and Training (2020-2028) ($MN)
137 South America Simulation Software Market Outlook, By Support and Maintenance (2020-2028) ($MN)
138 South America Simulation Software Market Outlook, By Research and Development (2020-2028) ($MN)
139 South America Simulation Software Market Outlook, By Application (2020-2028) ($MN)
140 South America Simulation Software Market Outlook, By Gamification (2020-2028) ($MN)
142 South America Simulation Software Market Outlook, By Product Engineering (2020-2028) ($MN)
143 South America Simulation Software Market Outlook, By End User (2020-2028) ($MN)
144 South America Simulation Software Market Outlook, By Automobile (2020-2028) ($MN)
145 South America Simulation Software Market Outlook, By Chemicals (2020-2028) ($MN)
146 South America Simulation Software Market Outlook, By Electrical and Electronics (2020-2028) ($MN)
147 South America Simulation Software Market Outlook, By Aerospace and Defense (2020-2028) ($MN)
148 South America Simulation Software Market Outlook, By Oil and Gas and Mining (2020-2028) ($MN)
149 South America Simulation Software Market Outlook, By Architecture, Engineering, Construction (ACE) (2020-2028) ($MN)
150 South America Simulation Software Market Outlook, By Ship Buildings and Marine (2020-2028) ($MN)
151 South America Simulation Software Market Outlook, By Healthcare and Pharmaceuticals (2020-2028) ($MN)
152 South America Simulation Software Market Outlook, By Industrial Manufacturing (2020-2028) ($MN)
153 South America Simulation Software Market Outlook, By Other End Users (2020-2028) ($MN)
154 South America Simulation Software Market Outlook, By Education and Research (2020-2028) ($MN)
155 South America Simulation Software Market Outlook, By Energy and Mining (2020-2028) ($MN)
156 Middle East & Africa Simulation Software Market Outlook, By Country (2020-2028) ($MN)
157 Middle East & Africa Simulation Software Market Outlook, By Deployment (2020-2028) ($MN)
158 Middle East & Africa Simulation Software Market Outlook, By Cloud (2020-2028) ($MN)
159 Middle East & Africa Simulation Software Market Outlook, By On-Premises (2020-2028) ($MN)
160 Middle East & Africa Simulation Software Market Outlook, By Component (2020-2028) ($MN)
161 Middle East & Africa Simulation Software Market Outlook, By Software (2020-2028) ($MN)
162 Middle East & Africa Simulation Software Market Outlook, By Finite Element Analysis (2020-2028) ($MN)
163 Middle East & Africa Simulation Software Market Outlook, By Electromagnetics Simulation (2020-2028) ($MN)
164 Middle East & Africa Simulation Software Market Outlook, By Computational Fluid Dynamics (2020-2028) ($MN)
165 Middle East & Africa Simulation Software Market Outlook, By Services (2020-2028) ($MN)
166 Middle East & Africa Simulation Software Market Outlook, By Design and Consulting (2020-2028) ($MN)
167 Middle East & Africa Simulation Software Market Outlook, By E-Learning and Training (2020-2028) ($MN)
168 Middle East & Africa Simulation Software Market Outlook, By Support and Maintenance (2020-2028) ($MN)
170 Middle East & Africa Simulation Software Market Outlook, By Application (2020-2028) ($MN)
171 Middle East & Africa Simulation Software Market Outlook, By Gamification (2020-2028) ($MN)
172 Middle East & Africa Simulation Software Market Outlook, By Research and Development (2020-2028) ($MN)
173 Middle East & Africa Simulation Software Market Outlook, By Product Engineering (2020-2028) ($MN)
174 Middle East & Africa Simulation Software Market Outlook, By End User (2020-2028) ($MN)
175 Middle East & Africa Simulation Software Market Outlook, By Automobile (2020-2028) ($MN)
176 Middle East & Africa Simulation Software Market Outlook, By Chemicals (2020-2028) ($MN)
177 Middle East & Africa Simulation Software Market Outlook, By Electrical and Electronics (2020-2028) ($MN)
178 Middle East & Africa Simulation Software Market Outlook, By Aerospace and Defense (2020-2028) ($MN)
179 Middle East & Africa Simulation Software Market Outlook, By Oil and Gas and Mining (2020-2028) ($MN)
180 Middle East & Africa Simulation Software Market Outlook, By Architecture, Engineering, Construction (ACE) (2020-2028) ($MN)
181 Middle East & Africa Simulation Software Market Outlook, By Ship Buildings and Marine (2020-2028) ($MN)
182 Middle East & Africa Simulation Software Market Outlook, By Healthcare and Pharmaceuticals (2020-2028) ($MN)
183 Middle East & Africa Simulation Software Market Outlook, By Industrial Manufacturing (2020-2028) ($MN)
184 Middle East & Africa Simulation Software Market Outlook, By Other End Users (2020-2028) ($MN)
185 Middle East & Africa Simulation Software Market Outlook, By Education and Research (2020-2028) ($MN)
186 Middle East & Africa Simulation Software Market Outlook, By Energy and Mining (2020-2028) ($MN)
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