2024-2032 年按部署模型、最終用戶和地區分類的計算流體動力學市場報告

2023年，全球運算流體力學（CFD）市場規模達到24.72億美元。展望未來， IMARC Group預計到2032年該市場將達到46.568億美元，2024-2032年複合年成長率（CAGR）為7.1%。由於對高效產品設計和最佳化的需求不斷成長、大眾對環境問題和永續實踐需求的認知不斷提高，以及高效能運算 (HPC) 和基於雲端的解決方案的進步，市場正在經歷適度成長。

計算流體動力學市場分析：

市場成長與規模：在對高效能產品設計和最佳化的需求不斷成長以及降低製造成本的需求的推動下，市場正在經歷適度成長。

技術進步：CFD 軟體和硬體的進步，包括高效能運算和基於雲端的解決方案，正在增強模擬能力。這使得模擬更加複雜和準確，進一步推動市場成長。

產業應用：CFD 廣泛應用於各行業，包括航空航太、汽車、能源和醫療保健。它在最佳化設計、提高產品性能和縮短開發時間方面發揮著至關重要的作用。

地理趨勢：北美在航空航太和汽車等行業的強大影響力的推動下引領市場。然而，在快速工業化的推動下，亞太地區正成為一個快速成長的市場。

競爭格局：市場的特點是競爭激烈，主要參與者專注於併購（M＆A）並擴大其全球足跡。他們也專注於創新和擴大服務範圍。

挑戰與機會：雖然市場面臨 CFD 模擬的複雜性和對熟練專業人員的需求等挑戰，但隨著 CFD 在再生能源和生物技術等新興行業中越來越多的採用，它也遇到了機會。

未來展望：計算流體動力學市場的未來看起來充滿希望，各行業都強調效率和永續性。人工智慧 (AI) 的整合使 CFD 成為產品開發和最佳化中不可或缺的工具。

計算流體動力學市場趨勢：

對高效產品設計和最佳化的需求

各產業越來越依賴 CFD 模擬來簡化產品設計和最佳化流程。借助 CFD，公司可以虛擬地測試和改進原型，從而減少昂貴的實體測試和實驗的需要。這不僅加快了產品開發週期，也帶來了更有效率、更具成本效益的設計。隨著公司努力在快節奏的商業環境中保持競爭力，快速迭代和完善設計的能力是一個至關重要的優勢。 CFD 使工程師和設計師能夠詳細分析流體流動、傳熱和其他物理現象，從而開發出性能更好的產品。此外，隨著永續發展成為優先事項，CFD 透過最佳化能源效率和減少浪費來幫助創建環保設計，進一步提高其在各行業的採用率。

日益嚴重的環境問題和永續發展舉措

大眾對環境議題的認知不斷增強，對永續實踐的需求也日益增強，這提供了良好的市場前景。公司面臨越來越大的壓力，要求減少環境足跡並遵守嚴格的法規。 CFD 透過分析和最佳化各種過程中的流體動力學，在實現這些目標方面發揮關鍵作用。 CFD 模擬可協助各行業設計節能系統、最大限度地減少排放並最佳化資源利用。 CFD 正在幫助企業做出環保決策，同時保持各自市場的競爭力。

高效能運算 (HPC) 和基於雲端的解決方案的進步

計算技術的不斷進步正在推動市場的成長。高效能運算 (HPC) 叢集和基於雲端的解決方案使複雜的模擬變得更加容易和高效。 HPC 叢集提供強大的運算能力，使工程師和研究人員能夠以更快的周轉時間運行大規模 CFD 模擬。這加速了設計和最佳化過程，允許更多迭代並提高準確性。此外，HPC 可以模擬高度複雜的現實場景，而這在以前是不切實際的。基於雲端的 CFD 解決方案提供可擴充性和靈活性。公司可以利用雲端資源來執行模擬，而不需要大量的本地基礎設施。這對於小型企業和新創公司尤其有利，因為它可以降低前期成本，並以按需付費的方式提供強大的運算資源。

CFD 應用擴展到不同產業

CFD 的廣泛採用可歸因於其在各行各業的多功能性。 CFD 模擬不再侷限於少數專業領域，而是在許多領域都有應用。在航空航太工業中，CFD 用於空氣動力學分析，從而實現更節能、更安全的飛機設計。在汽車製造中，它有助於最佳化引擎性能和車輛空氣動力學、減少排放並提高燃油效率。能源產業利用 CFD 設計更有效率的渦輪機、增強燃燒過程並最佳化能源生產。

目錄

第1章：前言

第 2 章：範圍與方法

• 研究目的
• 利害關係人
• 資料來源
  • 主要資源
  • 二手資料
• 市場預測
  • 自下而上的方法
  • 自上而下的方法
• 預測方法

第 3 章：執行摘要

第 4 章：簡介

• 概述
• 主要行業趨勢

第 5 章：全球運算流體力學市場

• 市場概況
• 市場業績
• COVID-19 的影響
• 市場區隔：依部署模式
• 市場區隔：按最終用戶
• 市場區隔：按地區
• 市場預測

第 6 章：市場區隔：依部署模型

• 基於雲端的模型
  • 市場走向
  • 市場預測
• 本地模型
  • 市場走向
  • 市場預測

第 7 章：市場區隔：按最終用戶

• 汽車
  • 市場走向
  • 市場預測
• 航太和國防
  • 市場走向
  • 市場預測
• 電氣和電子
  • 市場走向
  • 市場預測
• 工業機械
  • 市場走向
  • 市場預測
• 能源
  • 市場走向
  • 市場預測
• 材料與化學加工
  • 市場走向
  • 市場預測
• 其他
  • 市場走向
  • 市場預測

第 8 章：市場區隔：按地區

• 歐洲
  • 市場走向
  • 市場預測
• 亞太地區
  • 市場走向
  • 市場預測
• 北美洲
  • 市場走向
  • 市場預測
• 中東和非洲
  • 市場走向
  • 市場預測
• 拉丁美洲
  • 市場走向
  • 市場預測

第 9 章：SWOT 分析

• 概述
• 優勢
• 弱點
• 機會
• 威脅

第 10 章：價值鏈分析

第 11 章：波特五力分析

• 概述
• 買家的議價能力
• 供應商的議價能力
• 競爭程度
• 新進入者的威脅
• 替代品的威脅

第 12 章：價格分析

第13章：競爭格局

• 市場結構
• 關鍵參與者
• 關鍵參與者簡介
  • Ansys Inc.
  • Dassault Systemes
  • COMSOL AB
  • Siemens
  • Autodesk
  • The MathWorks, Inc.

Abstract

The global computational fluid dynamics (CFD) market size reached US$ 2,472.0 Million in 2023. Looking forward, IMARC Group expects the market to reach US$ 4,656.8 Million by 2032, exhibiting a growth rate (CAGR) of 7.1% during 2024-2032. The market is experiencing moderate growth driven by the growing demand for efficient product design and optimization, rising awareness among the masses about environmental issues and the need for sustainable practices, and advancements in high-performance computing (HPC) and cloud-based solutions.

Computational Fluid Dynamics Market Analysis:

Market Growth and Size: The market is witnessing moderate growth, driven by the increasing demand for efficient product design and optimization, along with the need for reducing manufacturing costs.

Technological Advancements: Advancements in CFD software and hardware, including high-performance computing and cloud-based solutions, are enhancing simulation capabilities. This enables more complex and accurate simulations, further propelling the market growth.

Industry Applications: CFD is widely used in various industries, including aerospace, automotive, energy, and healthcare. It plays a crucial role in optimizing designs, improving product performance, and reducing development time.

Geographical Trends: North America leads the market, driven by its strong presence in industries like aerospace and automotive. However, Asia Pacific is emerging as a fast-growing market, driven by rapid industrialization.

Competitive Landscape: The market is characterized by intense competition with key players focusing on mergers and acquisitions (M&A) and expanding their global footprint. They are also focusing on innovation and expanding service offerings.

Challenges and Opportunities: While the market faces challenges, such as the complexity of CFD simulations and the need for skilled professionals, it also encounters opportunities in the increasing adoption of CFD in emerging industries like renewable energy and biotechnology.

Future Outlook: The future of the computational fluid dynamics market looks promising, with industries emphasizing on efficiency and sustainability. The integration of artificial intelligence (AI) is making CFD an indispensable tool in product development and optimization.

Computational Fluid Dynamics Market Trends:

Demand for efficient product design and optimization

Industries are increasingly relying on CFD simulations to streamline product design and optimization processes. With CFD, companies can virtually test and refine prototypes, reducing the need for costly physical testing and experimentation. This not only accelerates product development cycles but also results in more efficient and cost-effective designs. As companies are striving to remain competitive in the fast-paced business environment, the ability to quickly iterate and refine designs is a crucial advantage. CFD enables engineers and designers to analyze fluid flow, heat transfer, and other physical phenomena in intricate detail, leading to better-performing products. Moreover, as sustainability is becoming a priority, CFD helps in creating environment-friendly designs by optimizing energy efficiency and reducing waste, further increasing its adoption in various industries.

Rising environmental concerns and sustainability initiatives

The growing awareness among the masses about environmental issues and the need for sustainable practices are offering a favorable market outlook. Companies are under increasing pressure to reduce their environmental footprint and comply with stringent regulations. CFD plays a pivotal role in achieving these goals by enabling the analysis and optimization of fluid dynamics in various processes. CFD simulations assist industries in designing energy-efficient systems, minimizing emissions, and optimizing resource utilization. CFD is helping companies in making environment conscious decisions while maintaining competitiveness in their respective markets.

Advances in high-performance computing (HPC) and cloud-based solutions

The continuous advancement of computing technology is impelling the growth of the market. High-performance computing (HPC) clusters and cloud-based solutions are making complex simulations more accessible and efficient. HPC clusters offer immense computational power, enabling engineers and researchers to run large-scale CFD simulations with faster turnaround times. This accelerates the design and optimization processes, allowing for more iterations and improved accuracy. Furthermore, HPC allows for the simulation of highly complex, real-world scenarios that were previously impractical. Cloud-based CFD solutions offer scalability and flexibility. Companies can leverage cloud resources to perform simulations without the need for extensive on-premises infrastructure. This is especially beneficial for smaller businesses and startups, as it reduces upfront costs and provides access to powerful computing resources on a pay-as-you-go basis.

Expansion of CFD applications across diverse industries

The widespread adoption of CFD can be attributed to its versatility across a wide range of industries. CFD simulations are no longer limited to a few specialized sectors as they find applications in numerous fields. In the aerospace industry, CFD is used for aerodynamic analysis, leading to more fuel-efficient and safer aircraft designs. In automotive manufacturing, it aids in optimizing engine performance and vehicle aerodynamics, reducing emissions and enhancing fuel efficiency. The energy sector utilizes CFD to design more efficient turbines, enhance combustion processes, and optimize energy production.

Computational Fluid Dynamics Industry Segmentation:

IMARC Group provides an analysis of the key trends in each segment of the market, along with forecasts at the global and regional levels for 2024-2032. Our report has categorized the market based on deployment model and end-user.

Breakup by Deployment Model:

Cloud-Based Model

On-Premises Model

On-premises accounts for the majority of the market share

The report has provided a detailed breakup and analysis of the market based on the deployment model. This includes cloud-based model and on-premises model. According to the report, on-premises represented the largest segment due to its long-established presence and the preference of certain industries for maintaining complete control over their computational resources. On-premises CFD deployments are favored by organizations with stringent data security and compliance requirements. These businesses appreciate the ability to manage their hardware, software, and data in-house, ensuring complete customization and autonomy over their CFD simulations.

The cloud-based deployment model in the computational fluid dynamics market is witnessing significant growth in recent years. This segment offers the advantage of scalability, flexibility, and cost-efficiency. Organizations opt for cloud-based CFD solutions to access powerful computational resources without the need for heavy on-premises infrastructure investments. Furthermore, the cloud-based model allows for remote collaboration and easy updates, making it a preferred choice for businesses seeking agility in their CFD simulations.

Breakup by End-User:

Automotive

Aerospace and Defense

Electrical and Electronics

Industrial Machinery

Energy

Material and Chemical Processing

Others

Aerospace and defense hold the largest share in the industry

A detailed breakup and analysis of the market based on the end-user have also been provided in the report. This includes automotive, aerospace and defense, electrical and electronics, industrial machinery, energy, material and chemical processing, and others. According to the report, aerospace and defense accounted for the largest market share.

The aerospace and defense sector relies heavily on CFD simulations to optimize aerodynamics, analyze structural integrity, and enhance overall performance of aircraft and defense systems. CFD plays a pivotal role in reducing development time and costs while ensuring safety and efficiency in aerospace and defense applications, making it an indispensable tool for manufacturers and research institutions in this sector.

The automotive industry is another significant segment in the CFD market. Automotive companies utilize CFD simulations to fine-tune vehicle designs, improve fuel efficiency, and enhance safety features. CFD aids in analyzing airflow, combustion processes, and vehicle crash simulations, leading to the development of more fuel-efficient and safer automobiles.

In the electrical and electronics sector, CFD is employed to optimize thermal management and airflow within electronic components and devices. It assists in preventing overheating issues, ensuring the reliability and longevity of electronics. This segment is growing as electronic devices become increasingly complex and compact, necessitating precise thermal analysis.

The industrial machinery sector benefits from CFD simulations to enhance the design and performance of heavy machinery and equipment. CFD helps in optimizing fluid flow, reducing energy consumption, and improving the overall efficiency of industrial processes. This segment finds value in CFD for applications in various manufacturing and industrial settings.

The energy sector, encompassing areas, such as power generation and renewable energy, also relies on CFD to improve efficiency and reduce environmental impacts. CFD aids in the design of more efficient turbines, heat exchangers, and combustion processes, contributing to sustainable energy production and conservation.

Breakup by Region:

Europe

Asia Pacific

North America

Middle East and Africa

Latin America

North America leads the market, accounting for the largest computational fluid dynamics market share

The market research report has also provided a comprehensive analysis of all the major regional markets, which include Europe, Asia Pacific, North America, the Middle East and Africa, and Latin America. According to the report, North America accounted for the largest market share due to a robust presence of key players, significant investments in research and development (R&D) activities, and a high adoption rate of CFD solutions across various industries. The increasing utilization of CFD for applications in aerospace, automotive, energy, and other sectors is propelling the market growth. The growing focus on technological innovation and the need for advanced simulation tools is offering a favorable market outlook.

Europe is another prominent region in the CFD market, characterized by a strong presence of aerospace, automotive, and industrial manufacturing sectors. European countries like Germany, the United Kingdom, and France have a long history of using CFD for engineering design and optimization. The commitment of the region to sustainability and environmental concerns are driving CFD adoption in energy and environmental applications.

The Asia Pacific region is experiencing rapid growth in the CFD market due to the expansion of industries, such as automotive, electronics, and energy. Countries like China, Japan, and India are investing heavily in CFD technologies to enhance product development and manufacturing processes. Additionally, the burgeoning aerospace sector in the region is catalyzing the demand for CFD solutions.

The Middle East and Africa region exhibit a growing interest in CFD, particularly in sectors, such as oil and gas, construction, and infrastructure. The need for efficient resource management and environmental considerations is driving the adoption of CFD simulations in these industries. While it may not be the largest segment, it presents opportunities for CFD providers to expand their presence in this emerging market.

Latin America is gradually embracing CFD solutions, with countries like Brazil and Mexico showing interest in industries, such as automotive and aerospace. The growth of manufacturing and energy sectors in the region is expected to contribute to the increasing adoption of CFD tools.

Leading Key Players in the Computational Fluid Dynamics Industry:

Key players in the market are continually innovating to enhance their offerings. They are investing in research and development (R&D) activities to introduce advanced CFD software that offers greater accuracy, faster simulations, and improved user interfaces. These companies are also focusing on expanding their consumer base by offering cloud based CFD solutions to cater to a wider range of industries and users. Additionally, key players are forming strategic partnerships and collaborations with industry-specific companies to provide specialized CFD solutions for sectors like aerospace, automotive, and energy. Overall, their efforts are focusing on delivering more efficient, accessible, and customizable CFD tools to meet the evolving needs of diverse markets.

The market research report has provided a comprehensive analysis of the competitive landscape. Detailed profiles of all major companies have also been provided. Some of the key players in the market include:

Ansys Inc.

Dassault Systemes

COMSOL AB

Siemens

Autodesk

The MathWorks, Inc.

(Please note that this is only a partial list of the key players, and the complete list is provided in the report.)

Latest News:

January 26, 2023: Ansys Inc. announced the release of Ansys 2023 R1, their latest simulation software suite. It includes several enhancements for CFD simulations, improving accuracy and efficiency in fluid dynamics analysis. With the newly launched Ansys 2023 R1, engineers can simulate more complex products faster than ever via new cloud options and optimized use of multiple graphics processing units (GPUs). The new release also amplifies the benefits of simulation by supporting collaborative, model-based systems engineering (MBSE) workflows.

March 2, 2020: Siemens announced its latest release of Simcenter™ STAR-CCM+™ software to enhance its CFD software with AI-driven capabilities for more accurate simulations. The latest release also includes automatic coupled solver control for reduced set up time while improving convergence speed and the first ever collaborative virtual reality (VR) feature of the company in a CFD code for enhanced team collaboration on simulation results. The latest release of Simcenter STAR-CCM+ includes major enhancements to improve simulation time and accuracy as well as enhance collaboration, giving consumers a comprehensive digital twin to help drive highly predictive simulations.

Key Questions Answered in This Report

• 1. What was the size of the global computational fluid dynamics market in 2023?
• 2. What is the expected growth rate of the global computational fluid dynamics market during 2024-2032?
• 3. What are the key factors driving the global computational fluid dynamics market?
• 4. What has been the impact of COVID-19 on the global computational fluid dynamics market?
• 5. What is the breakup of the global computational fluid dynamics market based on the deployment model?
• 6. What is the breakup of the global computational fluid dynamics market based on the end-user?
• 7. What are the key regions in the global computational fluid dynamics market?

Table of Contents

1 Preface

2 Scope and Methodology

• 2.1 Objectives of the Study
• 2.2 Stakeholders
• 2.3 Data Sources
  • 2.3.1 Primary Sources
  • 2.3.2 Secondary Sources
• 2.4 Market Estimation
  • 2.4.1 Bottom-Up Approach
  • 2.4.2 Top-Down Approach
• 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

• 4.1 Overview
• 4.2 Key Industry Trends

5 Global Computational Fluid Dynamics Market

• 5.1 Market Overview
• 5.2 Market Performance
• 5.3 Impact of COVID-19
• 5.4 Market Breakup by Deployment Model
• 5.5 Market Breakup by End-User
• 5.6 Market Breakup by Region
• 5.7 Market Forecast

6 Market Breakup by Deployment Model

• 6.1 Cloud-Based Model
  • 6.1.1 Market Trends
  • 6.1.2 Market Forecast
• 6.2 On-Premises Model
  • 6.2.1 Market Trends
  • 6.2.2 Market Forecast

7 Market Breakup by End-User

• 7.1 Automotive
  • 7.1.1 Market Trends
  • 7.1.2 Market Forecast
• 7.2 Aerospace and Defense
  • 7.2.1 Market Trends
  • 7.2.2 Market Forecast
• 7.3 Electrical and Electronics
  • 7.3.1 Market Trends
  • 7.3.2 Market Forecast
• 7.4 Industrial Machinery
  • 7.4.1 Market Trends
  • 7.4.2 Market Forecast
• 7.5 Energy
  • 7.5.1 Market Trends
  • 7.5.2 Market Forecast
• 7.6 Material and Chemical Processing
  • 7.6.1 Market Trends
  • 7.6.2 Market Forecast
• 7.7 Others
  • 7.7.1 Market Trends
  • 7.7.2 Market Forecast

8 Market Breakup by Region

• 8.1 Europe
  • 8.1.1 Market Trends
  • 8.1.2 Market Forecast
• 8.2 Asia Pacific
  • 8.2.1 Market Trends
  • 8.2.2 Market Forecast
• 8.3 North America
  • 8.3.1 Market Trends
  • 8.3.2 Market Forecast
• 8.4 Middle East and Africa
  • 8.4.1 Market Trends
  • 8.4.2 Market Forecast
• 8.5 Latin America
  • 8.5.1 Market Trends
  • 8.5.2 Market Forecast

9 SWOT Analysis

• 9.1 Overview
• 9.2 Strengths
• 9.3 Weaknesses
• 9.4 Opportunities
• 9.5 Threats

10 Value Chain Analysis

11 Porters Five Forces Analysis

• 11.1 Overview
• 11.2 Bargaining Power of Buyers
• 11.3 Bargaining Power of Suppliers
• 11.4 Degree of Competition
• 11.5 Threat of New Entrants
• 11.6 Threat of Substitutes

12 Price Analysis

13 Competitive Landscape

• 13.1 Market Structure
• 13.2 Key Players
• 13.3 Profiles of Key Players
  • 13.3.1 Ansys Inc.
  • 13.3.2 Dassault Systemes
  • 13.3.3 COMSOL AB
  • 13.3.4 Siemens
  • 13.3.5 Autodesk
  • 13.3.6 The MathWorks, Inc.

List of Figures

• Figure 1: Global: Computational Fluid Dynamics Market: Major Drivers and Challenges
• Figure 2: Global: Computational Fluid Dynamics Market: Sales Value (in Million US$), 2018-2023
• Figure 3: Global: Computational Fluid Dynamics Market: Breakup by Deployment Model (in %), 2023
• Figure 4: Global: Computational Fluid Dynamics Market: Breakup by End-User (in %), 2023
• Figure 5: Global: Computational Fluid Dynamics Market: Breakup by Region (in %), 2023
• Figure 6: Global: Computational Fluid Dynamics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 7: Global: Computational Fluid Dynamics Industry: SWOT Analysis
• Figure 8: Global: Computational Fluid Dynamics Industry: Value Chain Analysis
• Figure 9: Global: Computational Fluid Dynamics Industry: Porter's Five Forces Analysis
• Figure 10: Global: Computational Fluid Dynamics (Cloud-Based Model) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 11: Global: Computational Fluid Dynamics (Cloud-Based Model) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 12: Global: Computational Fluid Dynamics (On-Premises Model) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 13: Global: Computational Fluid Dynamics (On-Premises Model) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 14: Global: Computational Fluid Dynamics (Automotive) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 15: Global: Computational Fluid Dynamics (Automotive) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 16: Global: Computational Fluid Dynamics (Aerospace and Defense) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 17: Global: Computational Fluid Dynamics (Aerospace and Defense) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 18: Global: Computational Fluid Dynamics (Electrical and Electronics) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 19: Global: Computational Fluid Dynamics (Electrical and Electronics) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 20: Global: Computational Fluid Dynamics (Industrial Machinery) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 21: Global: Computational Fluid Dynamics (Industrial Machinery) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 22: Global: Computational Fluid Dynamics (Energy) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 23: Global: Computational Fluid Dynamics (Energy) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 24: Global: Computational Fluid Dynamics (Material and Chemical Processing) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 25: Global: Computational Fluid Dynamics (Material and Chemical Processing) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 26: Global: Computational Fluid Dynamics (Other End-Users) Market: Sales Value (in Million US$), 2018 & 2023
• Figure 27: Global: Computational Fluid Dynamics (Other End-Users) Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 28: Europe: Computational Fluid Dynamics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 29: Europe: Computational Fluid Dynamics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 30: Asia Pacific: Computational Fluid Dynamics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 31: Asia Pacific: Computational Fluid Dynamics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 32: North America: Computational Fluid Dynamics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 33: North America: Computational Fluid Dynamics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 34: Middle East and Africa: Computational Fluid Dynamics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 35: Middle East and Africa: Computational Fluid Dynamics Market Forecast: Sales Value (in Million US$), 2024-2032
• Figure 36: Latin America: Computational Fluid Dynamics Market: Sales Value (in Million US$), 2018 & 2023
• Figure 37: Latin America: Computational Fluid Dynamics Market Forecast: Sales Value (in Million US$), 2024-2032

List of Tables

• Table 1: Global: Computational Fluid Dynamics Market: Key Industry Highlights, 2023 and 2032
• Table 2: Global: Computational Fluid Dynamics Market Forecast: Breakup by Deployment Model (in Million US$), 2024-2032
• Table 3: Global: Computational Fluid Dynamics Market Forecast: Breakup by End-User (in Million US$), 2024-2032
• Table 4: Global: Computational Fluid Dynamics Market Forecast: Breakup by Region (in Million US$), 2024-2032
• Table 5: Global: Computational Fluid Dynamics Market Structure
• Table 6: Global: Computational Fluid Dynamics Market: Key Players