Computational Fluid Dynamics (CFD) Market by End-user, Deployment and Geography - Forecast and Analysis 2023-2027

Published: Oct 2023 Pages: 179 SKU: IRTNTR40496

Computational Fluid Dynamics (CFD) Market Forecast 2023-2027

The computational fluid dynamics (CFD) market size is forecast to increase by USD 972.93 million at a CAGR of 8.22% between 2022 and 2027. The growth of the market depends on several factors, including the growing need for a reduction in product design time and cost, the high adoption of electric vehicles, and the growth in the number of unconventional exploration and production projects. CFD is an essential tool for the analysis of complex systems in industries. With advances in CFD, complex systems such as separation systems, pipeline component interferences, and heat exchangers result in a precise estimate of the projected flow properties. The market size is calculated based on the revenue generated from the software and services specific to CFD. The software license revenue includes both perpetual and periodic licenses or subscriptions. This market research and growth report also includes an in-depth analysis of drivers, trends, and challenges. Furthermore, the report includes historic market data from 2017 to 2021.

What will be the size of the Computational Fluid Dynamics (CFD) Market During the Forecast Period?

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The market caters to diverse industries such as aerospace, automotive manufacturing, energy sector, industrial machinery, and material and chemical processing. With a focus on efficient product design and optimization, CFD solutions leverage high-performance computing (HPC) and cloud-based platforms to address complex simulation challenges. These capabilities enable industries to minimize manufacturing costs, enhance hardware performance, and mitigate environmental concerns. From healthcare to renewable energy and biotechnology, CFD plays a crucial role in advancing innovation and sustainability across various sectors, offering simulation capabilities that drive advancements in product design and performance optimization.

Market Dynamics and Customer Landscape

The market is at the forefront of efficient product design and optimization, leveraging high-performance computing (HPC) and cloud-based solutions. With simulation capabilities, industries like healthcare, renewable energy, and biotechnology enhance sustainability while addressing environmental concerns. CFD finds applications in diverse sectors such as aerospace, automotive manufacturing, energy, electrical and electronics, and industrial machinery. Its role extends to material and chemical processing, particularly in electric vehicles and industrialization initiatives. By utilizing computational fluid codes, CFD contributes significantly to fluid mechanics advancements, driving innovation in the automobile sector and ensuring efficient design processes across industries.

Key Market Driver

The growing need for reduction in product design time and cost is driving market growth. By reducing the product development cycle and increasing the speed of product design by using software-generated simulations, CFD helps reduce the time to market. Reliable and accurate results as well as cost-effectiveness and the elimination of developing several physical prototypes by using these tools are boosting the market growth of the market.

Hence, numerous companies from manufacturing industries across the globe are adopting these solutions. For instance, one of the largest Indian steel vendors, the Steel Authority of India Limited (SAIL) intensively uses the ANSYS Fluent Software. This helps them reduce unnecessary costs incurred by plant-scale experiments and testing. A global manufacturer of oil, gas, water, and steam boilers company, Weil-McLain also uses ANSYS simulation software and it helps save up to more than six months' time compared to the build-and-test method. Hence such factors will drive market growth during the forecast period. 

Significant Market Trends

The increasing shift toward cloud-based CFD is a key trend in the market. In developing countries, factors like increased digitization, improving connectivity, and increased R&D investment is boosting the growth of the market. Cloud-based CFD software has numerous benefits including automatic installation and upgradation, and zero start-up time. and do not require IT system setups or license activation. One of the major vendors in the computational fluid dynamics market is the OpenFOAM Foundation Ltd. which offers CFD directly from the Amazon Web Services cloud computing platform.

Moreover, it helps support operational efficiency by offering a guided workflow and a smooth learning curve. Cloud-based are also user-friendly and can help in the correct completion of advanced CFD simulations by following a simple step-by-step approach. If required, constant online support is also present which gives it an edge over traditional software. Such advantages are a key reason the computational fluid dynamics market is being increasingly adopted by numerous companies. Hence such factors will propel the market growth during the forecast period.  

Major Market Restrain

The growing concerns about software and data privacy are challenging market growth. To address such security concerns, vendors are focusing on data security policies that govern OpenStack cloud models. CFD vendors primarily face the challenge that clients might not confirm the server's CA credential prior to the execution of a secure socket layer connection. Hence fears of data leakage which could hamper the security of the business by revealing confidential data limit the growth of the market.

Moreover, despite the higher accessibility of cloud computing increasing the convenience of operations, it also leaves the risk of data being mishandled by the service provider, a third party. Cloud storage of data can be easily hacked or infected by malware. Cloud-based control also results in limited control over business data, which is seriously hampering the growth of the market. Despite the increasing security of cloud-based solutions, distributed denial-of-service (DDoS) attacks, data breaches, data loss, and account hijacking can still occur. Hence such factors hinder market growth during the forecast period. 

Customer Landscape

The market report includes the adoption lifecycle of the market, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their growth strategies.

Customer Landscape

Market Segmentation

This market report extensively covers market segmentation by end-user (aerospace and defense industry, automotive industry, electrical and electronics industry, and others), deployment (cloud and on-premise), and geography (North America, Europe, APAC, South America, and Middle East and Africa). The market caters to diverse industries like aerospace, energy, automotive, and manufacturing. Aerospace utilizes CFD to optimize aerodynamics, reducing costs and enhancing safety. Energy firms optimize power plant and wind turbine designs for efficiency. In the automotive sector, CFD aids in vehicle aerodynamics and electric vehicle battery cooling. Across industries, CFD aids in process optimization, reducing manufacturing costs. Hardware advancements and cloud-based solutions make CFD more accessible. Artificial intelligence integration automates simulations, accelerating analysis for various sectors.

By End-user

The market share growth by the aerospace and defense industry segment will be significant during the forecast period. The increased demand for operational efficiency, cost reduction, compliance standards, product efficiency, and resource management across every stage of the manufacturing chain increases the scope for growth of the market. Prior to CFD, manufacturing companies used wind tunnel testing and flight-testing methods which can now be replaced by numerical simulation methods. These simulation methods are based on the Navier-Stokes equation which describes the motion of fluids using Newton's second law of motion. CFD has increased the bypass ratio which improves fuel efficiency and also reduced the blade number due to more efficient turbines.

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The aerospace and defense industry segment was valued at USD 508.77 million in 2017 and continue to grow by 2021. The entire aerospace design process can be streamlined by reducing the number of necessary physical prototypes. A major vendor, SimScale offers powerful cloud-based platforms that can provide powerful CFD simulations. Additionally, modern aircraft systems require compliance with electrical design requirements for which a vendor Mentor offers its Capital Load Analyzer software. It can simplify electrical design compliance and certification through automated simulations and digital data continuity. Hence such factors will increase the growth of this segment of the market during the forecast period.

Regional Overview

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North America is estimated to contribute 32% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. Within North America, the US is the largest revenue generator in the global market due to the growing manufacturing, automotive, and aerospace industries as well as the high defense expenditure on defense aircraft by the US government. Numerous vendors conduct operations in this region due to numerous advantages like the abundant natural resources, political stability, highly educated and productive workforce, and business-conducive environment.

Moreover, the aerospace, automobile, and housing industries are among the largest end-users of CFD software. Automotive manufacturers are increasingly innovating new models which are lightweight and fuel-efficient while most American aircraft companies use CFD software intensively for manufacturing aircraft components. Hence such factors will contribute to the growth of the regional market during the forecast period. 

Who are the Major Market Companies?

Vendors are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

Altair Engineering Inc. - The company offers computational fluid dynamics software such as Altair AcuSolve, Altair nanoFluidX, and Altair ultraFluidX.

ANSYS Inc. - The company offers computational fluid dynamics software such as Ansys Fluent and Ansys CFX and Ansys Chemkin Pro.

Autodesk Inc. - The company offers computational fluid dynamics software such as Autodesk Cfd.

The research report also includes detailed analyses of the competitive landscape of the market and information about 15 market players, including:

  • Bentley Systems Inc.
  • Cadence Design Systems Inc.
  • COMSOL AB
  • Convergent Science Inc.
  • CPFD Software LLC
  • Dassault Systemes SE
  • Flow Science Inc.
  • Fluidyn Group
  • Hexagon AB
  • Kitware Inc.
  • Mechartes Researchers Pvt Ltd.
  • PTC Inc.
  • Siemens AG
  • SimScale GmbH
  • Synopsys Inc.
  • The MathWorks Inc.
  • ZeusNumerix Pvt. Ltd.

Qualitative and quantitative analysis of vendors has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize vendors as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize vendors as dominant, leading, strong, tentative, and weak.

Market Analyst Overview

The market is witnessing significant growth driven by the demand for efficient product design and optimization across various industries such as aerospace industry, automotive manufacturing, and industrial machinery. With the advent of High-Performance Computing (HPC) and advanced simulation capabilities, CFD solutions are increasingly utilized to tackle complex challenges in fluid mechanics and computational fluid codes. Industries are leveraging CFD for reducing manufacturing costs, enhancing energy efficiency, and addressing environmental concerns, particularly in the energy sector and renewable energy applications. The integration of artificial intelligence further enhances CFD's capabilities, making it indispensable in biotechnology, healthcare, and material and chemical processing, thus contributing to sustainability and industrialization efforts.

The market is experiencing rapid expansion driven by the integration of hardware advancements and the adoption of sustainability initiatives across various industries. CFD applications are extensively utilized in industry applications, particularly in the automobile sector and aerospace and aeronautics industries, to optimize designs and enhance product's real-world performance. The market is segmented based on deployment model, including cloud-based model and on-premises model, catering to diverse industry needs. With the growth in developed economies, there's a rising demand for these solutions to streamline the manufacturing process and accelerate the product design cycle. Moreover, CFD software packages offer advanced equation solving capabilities, reducing testing time and analysis time while ensuring cybersecurity measures are in place.

Segment Overview

The market report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest trends and growth opportunities from 2017 to 2027. 

  • End-user Outlook 
    • Aerospace and defense industry
    • Automotive industry
    • Electrical and electronics industry
    • Others
  • Deployment Outlook 
    • Cloud
    • On-premise
  • Region Outlook 
    • North America
      • The U.S.
      • Canada
    • Europe
      • The U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa
    • South America
      • Argentina
      • Brazil
      • Chile

Market Scope

Report Coverage

Details

Page number

179

Base year

2022

Historic period

2017-2021

Forecast period

2023-2027

Growth momentum & CAGR

Accelerate at a CAGR of 8.22%

Market growth 2023-2027

USD 972.93 million

Market structure

Fragmented

YoY growth 2022-2023(%)

7.76

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 32%

Key countries

US, Canada, China, Germany, and UK

Competitive landscape

Leading Vendors, Market Positioning of Vendors, Competitive Strategies, and Industry Risks

Key companies profiled

Altair Engineering Inc., ANSYS Inc., Autodesk Inc., Bentley Systems Inc., Cadence Design Systems Inc., COMSOL AB, Convergent Science Inc., CPFD Software LLC, Dassault Systemes SE, Flow Science Inc., Fluidyn Group, Hexagon AB, Kitware Inc., Mechartes Researchers Pvt Ltd., PTC Inc., Siemens AG, SimScale GmbH, Synopsys Inc., The MathWorks Inc., and ZeusNumerix Pvt. Ltd.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, and Market condition analysis for the forecast period.

Customization purview

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What are the Key Data Covered in this Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the market growth and forecasting between 2023 and 2027
  • Precise estimation of the size of the market and its contribution to the market in focus on the parent market
  • Accurate predictions about upcoming trends and changes in consumer behavior
  • Market growth analysis across North America, Europe, APAC, South America, and Middle East and Africa
  • A thorough analysis of the market’s competitive landscape and detailed information about vendors
  • Market forecasting of factors that will challenge the growth of market vendors

We can help! Our analysts can customize this market research report to meet your requirements. 

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by End-user
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Deployment
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2022
    • 3.4 Market outlook: Forecast for 2022-2027
      • Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

    4 Historic Market Size

    • 4.1 Global computational fluid dynamics (CFD) market 2017 - 2021
      • Exhibit 18: Historic Market Size – Data Table on global computational fluid dynamics (cfd) market 2017 - 2021 ($ million)
    • 4.2 End-user Segment Analysis 2017 - 2021
      • Exhibit 19: Historic Market Size – End-user Segment 2017 - 2021 ($ million)
    • 4.3 Deployment Segment Analysis 2017 - 2021
      • Exhibit 20: Historic Market Size – Deployment Segment 2017 - 2021 ($ million)
    • 4.4 Geography Segment Analysis 2017 - 2021
      • Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ million)
    • 4.5 Country Segment Analysis 2017 - 2021
      • Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

    6 Market Segmentation by End-user

    • 6.1 Market segments
      • Exhibit 30: Chart on End-user - Market share 2022-2027 (%)
      • Exhibit 31: Data Table on End-user - Market share 2022-2027 (%)
    • 6.2 Comparison by End-user
      • Exhibit 32: Chart on Comparison by End-user
      • Exhibit 33: Data Table on Comparison by End-user
    • 6.3 Aerospace and defense industry - Market size and forecast 2022-2027
      • Exhibit 34: Chart on Aerospace and defense industry - Market size and forecast 2022-2027 ($ million)
      • Exhibit 35: Data Table on Aerospace and defense industry - Market size and forecast 2022-2027 ($ million)
      • Exhibit 36: Chart on Aerospace and defense industry - Year-over-year growth 2022-2027 (%)
      • Exhibit 37: Data Table on Aerospace and defense industry - Year-over-year growth 2022-2027 (%)
    • 6.4 Automotive industry - Market size and forecast 2022-2027
      • Exhibit 38: Chart on Automotive industry - Market size and forecast 2022-2027 ($ million)
      • Exhibit 39: Data Table on Automotive industry - Market size and forecast 2022-2027 ($ million)
      • Exhibit 40: Chart on Automotive industry - Year-over-year growth 2022-2027 (%)
      • Exhibit 41: Data Table on Automotive industry - Year-over-year growth 2022-2027 (%)
    • 6.5 Electrical and electronics industry - Market size and forecast 2022-2027
      • Exhibit 42: Chart on Electrical and electronics industry - Market size and forecast 2022-2027 ($ million)
      • Exhibit 43: Data Table on Electrical and electronics industry - Market size and forecast 2022-2027 ($ million)
      • Exhibit 44: Chart on Electrical and electronics industry - Year-over-year growth 2022-2027 (%)
      • Exhibit 45: Data Table on Electrical and electronics industry - Year-over-year growth 2022-2027 (%)
    • 6.6 Others - Market size and forecast 2022-2027
      • Exhibit 46: Chart on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 47: Data Table on Others - Market size and forecast 2022-2027 ($ million)
      • Exhibit 48: Chart on Others - Year-over-year growth 2022-2027 (%)
      • Exhibit 49: Data Table on Others - Year-over-year growth 2022-2027 (%)
    • 6.7 Market opportunity by End-user
      • Exhibit 50: Market opportunity by End-user ($ million)
      • Exhibit 51: Data Table on Market opportunity by End-user ($ million)

    7 Market Segmentation by Deployment

    • 7.1 Market segments
      • Exhibit 52: Chart on Deployment - Market share 2022-2027 (%)
      • Exhibit 53: Data Table on Deployment - Market share 2022-2027 (%)
    • 7.2 Comparison by Deployment
      • Exhibit 54: Chart on Comparison by Deployment
      • Exhibit 55: Data Table on Comparison by Deployment
    • 7.3 Cloud - Market size and forecast 2022-2027
      • Exhibit 56: Chart on Cloud - Market size and forecast 2022-2027 ($ million)
      • Exhibit 57: Data Table on Cloud - Market size and forecast 2022-2027 ($ million)
      • Exhibit 58: Chart on Cloud - Year-over-year growth 2022-2027 (%)
      • Exhibit 59: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
    • 7.4 On-premise - Market size and forecast 2022-2027
      • Exhibit 60: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
      • Exhibit 61: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
      • Exhibit 62: Chart on On-premise - Year-over-year growth 2022-2027 (%)
      • Exhibit 63: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
    • 7.5 Market opportunity by Deployment
      • Exhibit 64: Market opportunity by Deployment ($ million)
      • Exhibit 65: Data Table on Market opportunity by Deployment ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 66: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 67: Chart on Market share by geography 2022-2027 (%)
      • Exhibit 68: Data Table on Market share by geography 2022-2027 (%)
    • 9.2 Geographic comparison
      • Exhibit 69: Chart on Geographic comparison
      • Exhibit 70: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2022-2027
      • Exhibit 71: Chart on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 72: Data Table on North America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 73: Chart on North America - Year-over-year growth 2022-2027 (%)
      • Exhibit 74: Data Table on North America - Year-over-year growth 2022-2027 (%)
    • 9.4 Europe - Market size and forecast 2022-2027
      • Exhibit 75: Chart on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 76: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
      • Exhibit 77: Chart on Europe - Year-over-year growth 2022-2027 (%)
      • Exhibit 78: Data Table on Europe - Year-over-year growth 2022-2027 (%)
    • 9.5 APAC - Market size and forecast 2022-2027
      • Exhibit 79: Chart on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 80: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
      • Exhibit 81: Chart on APAC - Year-over-year growth 2022-2027 (%)
      • Exhibit 82: Data Table on APAC - Year-over-year growth 2022-2027 (%)
    • 9.6 South America - Market size and forecast 2022-2027
      • Exhibit 83: Chart on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 84: Data Table on South America - Market size and forecast 2022-2027 ($ million)
      • Exhibit 85: Chart on South America - Year-over-year growth 2022-2027 (%)
      • Exhibit 86: Data Table on South America - Year-over-year growth 2022-2027 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2022-2027
      • Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
      • Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
      • Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
    • 9.8 US - Market size and forecast 2022-2027
      • Exhibit 91: Chart on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 92: Data Table on US - Market size and forecast 2022-2027 ($ million)
      • Exhibit 93: Chart on US - Year-over-year growth 2022-2027 (%)
      • Exhibit 94: Data Table on US - Year-over-year growth 2022-2027 (%)
    • 9.9 China - Market size and forecast 2022-2027
      • Exhibit 95: Chart on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 96: Data Table on China - Market size and forecast 2022-2027 ($ million)
      • Exhibit 97: Chart on China - Year-over-year growth 2022-2027 (%)
      • Exhibit 98: Data Table on China - Year-over-year growth 2022-2027 (%)
    • 9.10 Germany - Market size and forecast 2022-2027
      • Exhibit 99: Chart on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 100: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
      • Exhibit 101: Chart on Germany - Year-over-year growth 2022-2027 (%)
      • Exhibit 102: Data Table on Germany - Year-over-year growth 2022-2027 (%)
    • 9.11 UK - Market size and forecast 2022-2027
      • Exhibit 103: Chart on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 104: Data Table on UK - Market size and forecast 2022-2027 ($ million)
      • Exhibit 105: Chart on UK - Year-over-year growth 2022-2027 (%)
      • Exhibit 106: Data Table on UK - Year-over-year growth 2022-2027 (%)
    • 9.12 Canada - Market size and forecast 2022-2027
      • Exhibit 107: Chart on Canada - Market size and forecast 2022-2027 ($ million)
      • Exhibit 108: Data Table on Canada - Market size and forecast 2022-2027 ($ million)
      • Exhibit 109: Chart on Canada - Year-over-year growth 2022-2027 (%)
      • Exhibit 110: Data Table on Canada - Year-over-year growth 2022-2027 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 111: Market opportunity by geography ($ million)
      • Exhibit 112: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 113: Impact of drivers and challenges in 2022 and 2027
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 114: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 115: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 116: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 117: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 118: Matrix on vendor position and classification
            • 12.3 Altair Engineering Inc.
              • Exhibit 119: Altair Engineering Inc. - Overview
              • Exhibit 120: Altair Engineering Inc. - Business segments
              • Exhibit 121: Altair Engineering Inc. - Key news
              • Exhibit 122: Altair Engineering Inc. - Key offerings
              • Exhibit 123: Altair Engineering Inc. - Segment focus
            • 12.4 ANSYS Inc.
              • Exhibit 124: ANSYS Inc. - Overview
              • Exhibit 125: ANSYS Inc. - Product / Service
              • Exhibit 126: ANSYS Inc. - Key news
              • Exhibit 127: ANSYS Inc. - Key offerings
            • 12.5 Autodesk Inc.
              • Exhibit 128: Autodesk Inc. - Overview
              • Exhibit 129: Autodesk Inc. - Product / Service
              • Exhibit 130: Autodesk Inc. - Key offerings
            • 12.6 Bentley Systems Inc.
              • Exhibit 131: Bentley Systems Inc. - Overview
              • Exhibit 132: Bentley Systems Inc. - Product / Service
              • Exhibit 133: Bentley Systems Inc. - Key news
              • Exhibit 134: Bentley Systems Inc. - Key offerings
            • 12.7 Cadence Design Systems Inc.
              • Exhibit 135: Cadence Design Systems Inc. - Overview
              • Exhibit 136: Cadence Design Systems Inc. - Business segments
              • Exhibit 137: Cadence Design Systems Inc. - Key offerings
              • Exhibit 138: Cadence Design Systems Inc. - Segment focus
            • 12.8 COMSOL AB
              • Exhibit 139: COMSOL AB - Overview
              • Exhibit 140: COMSOL AB - Product / Service
              • Exhibit 141: COMSOL AB - Key offerings
            • 12.9 Convergent Science Inc.
              • Exhibit 142: Convergent Science Inc. - Overview
              • Exhibit 143: Convergent Science Inc. - Product / Service
              • Exhibit 144: Convergent Science Inc. - Key offerings
            • 12.10 CPFD Software LLC
              • Exhibit 145: CPFD Software LLC - Overview
              • Exhibit 146: CPFD Software LLC - Product / Service
              • Exhibit 147: CPFD Software LLC - Key offerings
            • 12.11 Flow Science Inc.
              • Exhibit 148: Flow Science Inc. - Overview
              • Exhibit 149: Flow Science Inc. - Product / Service
              • Exhibit 150: Flow Science Inc. - Key offerings
            • 12.12 Fluidyn Group
              • Exhibit 151: Fluidyn Group - Overview
              • Exhibit 152: Fluidyn Group - Product / Service
              • Exhibit 153: Fluidyn Group - Key offerings
            • 12.13 Hexagon AB
              • Exhibit 154: Hexagon AB - Overview
              • Exhibit 155: Hexagon AB - Business segments
              • Exhibit 156: Hexagon AB - Key news
              • Exhibit 157: Hexagon AB - Key offerings
              • Exhibit 158: Hexagon AB - Segment focus
            • 12.14 Kitware Inc.
              • Exhibit 159: Kitware Inc. - Overview
              • Exhibit 160: Kitware Inc. - Product / Service
              • Exhibit 161: Kitware Inc. - Key offerings
            • 12.15 PTC Inc.
              • Exhibit 162: PTC Inc. - Overview
              • Exhibit 163: PTC Inc. - Business segments
              • Exhibit 164: PTC Inc. - Key offerings
              • Exhibit 165: PTC Inc. - Segment focus
            • 12.16 Siemens AG
              • Exhibit 166: Siemens AG - Overview
              • Exhibit 167: Siemens AG - Business segments
              • Exhibit 168: Siemens AG - Key news
              • Exhibit 169: Siemens AG - Key offerings
              • Exhibit 170: Siemens AG - Segment focus
            • 12.17 SimScale GmbH
              • Exhibit 171: SimScale GmbH - Overview
              • Exhibit 172: SimScale GmbH - Product / Service
              • Exhibit 173: SimScale GmbH - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 174: Inclusions checklist
                • Exhibit 175: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 176: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 177: Research methodology
                • Exhibit 178: Validation techniques employed for market sizing
                • Exhibit 179: Information sources
              • 13.5 List of abbreviations
                • Exhibit 180: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

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              computational fluid dynamics (cfd) market

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