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Computational Fluid Dynamics Market to Reach $5.3 Billion, Globally, by 2033 at 7.2% CAGR: Allied Market Research

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Rising adoption of industry 4.0 & increase in environmental regulations and sustainability efforts are further expected to create lucrative opportunities for the growth of the market.  

WILMINGTON, Del., April 22, 2025 /PRNewswire/ — Allied Market Research published a report, titled, “Computational Fluid Dynamics Market by Component (Software and Services), Deployment Mode (On-premise and Cloud), and End User (Automotive, Aerospace, Manufacturing, Energy, Material & Chemical Processing, and Others): Global Opportunity Analysis and Industry Forecast, 2024-2033″. According to the report, the “computational fluid dynamics market” was valued at $2.6 billion in 2023, and is estimated to reach $5.3 billion by 2033, growing at a CAGR of 7.2% from 2024 to 2033.

Surge in demand for high-performance computing (HPC) & big data analytics and increase in adoption in automotive & aerospace Industries are the factors expected to propel the growth of the global computational fluid dynamics market. However, factors such as high licencing cost and data privacy concerns are anticipated to hamper the growth of the global market.

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Report Coverage & Details:

Report Coverage

Details

Forecast Period

2024–2033

Base Year

2023

Market Size in 2023

$2.6 billion

Market Size in 2032

$5.3 billion

CAGR

7.20 %

Segments covered

Component, Deployment Mode, End User, and Region.

Drivers

Growing Demand for High-Performance Computing (HPC)

Increasing Adoption in Automotive & Aerospace Industries

Opportunity

Rising Adoption of Industry 4.0

Increasing Environmental Regulations and Sustainability Efforts

Restraint

High Licensing Cost

Data privacy concerns

 

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The software segment held the highest market share in 2023.

By component, the software segment held the highest market share in 2023, accounting for nearly three-fourths of the computational fluid dynamics market revenue and is estimated to maintain its leadership status during the forecast period, as most industries require specialized CFD software for simulation, analysis, and design optimization. Companies in automotive, aerospace, energy, and manufacturing rely on these solutions to improve efficiency, reduce costs, and enhance product performance. The increasing adoption of cloud-based and AI-integrated CFD software are further expected to propel the overall market growth. However, the services segment is expected to attain the largest CAGR of 8.39% from 2024 to 2032 and is projected to maintain its lead position during the forecast period, as to the rising demand for customized CFD solutions, software integration, and consulting services. As businesses seek expert guidance, training, and technical support to optimize their CFD applications, the need for professional services is increasing drives the segment growth in the computational fluid dynamics market.   

The on-premise segment held the largest market share in 2023.

By deployment mode, the on-premise segment accounted for the largest share in 2023, contributing for more than two-thirds of the computational fluid dynamics market revenue as large enterprises, especially in industries such as aerospace, automotive, and energy, prefer in-house infrastructure for better control, data security, and high-performance computing (HPC) capabilities, which is further expected to propel the overall market growth. However, the cloud segment is expected to attain the largest CAGR of 10% from 2024 to 2032 and is projected to maintain its lead position during the forecast period, owing to its cost-effectiveness, scalability, and accessibility. Cloud-based CFD solutions eliminate the need for expensive hardware, allowing businesses of all sizes to perform simulations without heavy infrastructure investments, which is driving the growth of this segment in the global computational fluid dynamics industry.

The automotive segment held a major share of the market in 2023.

By end user, the automotive segment accounted for the largest share in 2023, contributing nearly one-third of the computational fluid dynamics market revenue, owing to to the industry’s reliance on CFD for vehicle design optimization, aerodynamic analysis, and thermal management. Manufacturers utilize CFD to enhance fuel efficiency, reduce emissions, and improve overall vehicle performance, which is crucial for meeting stringent environmental regulations and consumer expectations. This is also anticipated to drive the growth of the market. However, the energy segment is expected to attain the largest CAGR of 11.3% from 2024 to 2032 and is projected to maintain its lead position during the forecast period, owing the global shift towards renewable energy sources, where CFD plays a vital role in designing and optimizing wind turbines, solar panels, and other energy infrastructure. As countries invest in expanding their renewable energy capacities to meet sustainability goals, the demand for CFD simulations to enhance efficiency and performance in energy projects is rapidly increasing, thereby, driving the growth of this segment in the global computational fluid dynamics market.

North America held a major share of the market in 2023.

By region, North America held the highest market share in terms of revenue in 2023, accounting for more than two-fifths of the computational fluid dynamics market revenue, owing to its robust aerospace, automotive, and energy sectors that heavily utilize CFD for design optimization and performance enhancement. The presence of leading CFD software providers, such as ANSYS Inc. and Autodesk Inc., along with substantial investments in research and development (R&D), further solidifies the region’s dominance. This is anticipated to propel the growth of the market in this region. However, Asia-Pacific is projected to attain the highest CAGR of 10.4% from 2023 to 2032, owing to increasing industrialization, particularly in countries like China, Japan, and India, where expanding automotive, aerospace, and electronics industries are adopting CFD solutions to enhance product design and efficiency. In addition, significant investments in renewable energy projects and infrastructure development are further propelling the demand for CFD applications in the region.

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Leading Market Players: –

Altair Engineering Inc.ANSYS, Inc.Autodesk, Inc.COMSOL ABDassault SystemesFlow Science, Inc.Hexagon ABSiemens A.G.SimScale GmbHThe MathWorks, Inc.The AnyLogic Company.National InstrumentsPTC Inc.Cadence Design Systems, Inc.M-Star Simulations, LLCMaya HTTSimulent Consulting, Inc.Tridiagonal SolutionsQuest Consultants Inc.EnginSoft SpA

If you have any questions, please feel free to contact our analyst at:

https://www.alliedmarketresearch.com/connect-to-analyst/A175424

The report provides a detailed analysis of these key players in the computational fluid dynamics market. These players have adopted different strategies such as new product launches, collaborations, expansion, joint ventures, agreements, and others to increase their market share and maintain dominant shares in different countries. The report is valuable in highlighting business performance, operating segments, product portfolio, and strategic moves of market players to showcase the competitive scenario. 

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About us: 

Allied Market Research (AMR) is a full-service market research and business-consulting wing of Allied Analytics LLP based in Wilmington, Delaware. Allied Market Research provides global enterprises as well as medium and small businesses with unmatched quality of “Market Research Reports” and “Business Intelligence Solutions.” AMR has a targeted view to provide business insights and consulting to assist its clients to make strategic business decisions and achieve sustainable growth in their respective market domain. 

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DCCM Acquires Dynamic Solutions, LLC Expanding Water Resources Expertise

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DCCM has acquired Dynamic Solutions, LLC, a consulting firm recognized for advanced water resources, hydraulic, and hydrodynamic modeling. Dynamic Solutions expands DCCM’s technical capabilities in water and environmental modeling to better serve complex infrastructure and water-related client needs. Dynamic Solutions, founded in 1996 and offering services including watershed/hydrology studies, sediment transport, water quality, and ecological modeling, will continue operating with its existing leadership and team.

HOUSTON, May 4, 2026 /PRNewswire-PRWeb/ — DCCM, a national provider of design, consulting, and program and construction management professional services, is pleased to announce the acquisition of Dynamic Solutions, LLC, a specialized consulting firm known for advanced water resources, hydraulic, and hydrodynamic modeling.

“This acquisition expands DCCM’s technical capabilities in advanced water and environmental modeling while strengthening our ability to serve clients facing complex infrastructure and water-related challenges,” said James F. (Jim) Thompson, PE, Chairman and CEO of DCCM.

Founded in 1996, Dynamic Solutions is nationally recognized for its expertise in hydraulic and hydrodynamic modeling, watershed and hydrology studies, sediment transport, water quality, and ecological modeling. The firm supports clients across federal, state, and local markets, as well as select technical advisory engagements, delivering analytical solutions for complex water and environmental challenges.

Dynamic Solutions operates from offices in Knoxville, Tennessee; Baton Rouge, Louisiana; Columbus, Mississippi; and Hamilton, Ohio, supporting projects nationwide.

“This acquisition expands DCCM’s technical capabilities in advanced water and environmental modeling while strengthening our ability to serve clients facing complex infrastructure and water-related challenges,” said James F. (Jim) Thompson, PE, Chairman and CEO of DCCM. “Dynamic Solutions brings a depth of expertise and a reputation for technical excellence that aligns well with our long-term growth strategy.”

Dynamic Solutions will continue to operate with its existing leadership and team, maintaining its specialized service offerings and longstanding client relationships.

“Joining DCCM allows us to build on the outstanding work our team is known for while gaining access to broader resources and a national platform,” said Julie Wallen of Dynamic Solutions. “We look forward to continuing to deliver the same high level of service to our clients as part of the DCCM organization.”

About Dynamic Solutions, LLC

Dynamic Solutions, LLC is a consulting firm specializing in hydraulic and hydrodynamic modeling, watershed and hydrology studies, sediment transport, water quality, and ecological modeling. Founded in 1996, the firm serves public sector and institutional clients across the United States.

About DCCM

DCCM is a provider of design, consulting, and program and construction management professional services focused on infrastructure across the public and private sectors. Through a national platform, DCCM serves a diverse range of end markets.

DCCM is a portfolio company of Court Square Capital Partners.

For more information, please visit www.dccm.com.

Media Contact

Jessica Steglich, DCCM, 1 7138749162, marketing@dccm.com, dccm.com

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SOURCE DCCM

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Modine to Participate in Upcoming Oppenheimer Virtual Conference on May 5, 2026

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RACINE, Wis., May 4, 2026 /PRNewswire/ — Modine (NYSE: MOD), a diversified global leader in thermal management technology and solutions, announced today that it will participate in the Oppenheimer 21st Annual Industrial Growth Conference on Tuesday, May 5, 2026.

Neil D. Brinker, Modine President and Chief Executive Officer, and Michael B. (Mick) Lucareli, Executive Vice President and Chief Financial Officer, will participate in a virtual fireside chat during the conference on Tuesday, May 5, 2026, at 1:30 p.m. Eastern time (12:30 p.m. Central Time).

Live webcasts of the event will be available in the Investor Relations section of Modine’s website www.modine.com. Recordings of the events will be available for 365 days following the webcast.

About Modine
For more than 100 years, Modine has solved the toughest thermal management challenges for mission-critical applications. Our purpose of Engineering a Cleaner, Healthier World™ means we are always evolving our portfolio of technologies to provide the latest heating, cooling, and ventilation solutions. Through the hard work of more than 11,000 employees worldwide, our Climate Solutions, Data Centers, and Performance Technologies segments advance our purpose with systems that improve air quality, reduce energy and water consumption, lower harmful emissions, and enable the transition to a more sustainable future. Modine is a global company headquartered in Racine, Wisconsin (U.S.), with operations in North America, South America, Europe, and Asia. For more information about Modine, visit modine.com.

Investor Contact
Kathleen Powers
(262) 636-1687
kathleen.t.powers@modine.com

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Blaize and Winmate Sign Strategic Partnership Agreement to Bring AI to Rugged Systems for Defense and Critical Infrastructure

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Joint solutions combine Blaize’s energy-efficient and industrial-grade AI chips with Winmate’s rugged platforms – including drones, handhelds, vehicle-mounted units, and embedded edge devices used by defense, border security, maritime, and healthcare operators.

TAIPEI and EL DORADO HILLS, Calif., May 4, 2026 /PRNewswire/ — Blaize Holdings, Inc. (Nasdaq: BZAI, Nasdaq: BZAIW) (“Blaize,” the “Company,” “we,” “our,” or “us”), and Winmate Inc., a publicly traded company in Taiwan, today announced they have signed a Strategic Partnership Agreement (“Agreement”) with an intent to close approximately $15 million in business during the first year. The two companies will integrate Blaize’s AI chips into Winmate’s rugged systems, including drones, handhelds, vehicle-mounted units, and embedded devices that have to keep working in the field, often in places where regular hardware can’t survive.

The companies expect the Agreement to be the start of a much larger, multi-year relationship.

Why this partnership matters

Most AI today runs in large data centers rather than at the edge, where decisions must be made in real time. This model is often impractical for soldiers at remote posts, Coast Guard crew at sea, or medics in field clinics. They often don’t have a reliable network connection, and even when they do, they can’t afford to wait for an application to respond from halfway across the globe.

That’s the gap Blaize and Winmate intend to address through this partnership. Blaize’s chips were designed to industrial grade specifications and run AI directly on the device, with no cloud dependency. Winmate’s systems are purpose-built to perform in extreme environments, including heat, cold, dust, vibration, and rough handling. Together, they deliver real-time AI capabilities exactly where it’s needed, whether in drones, field units, the patrol vehicles, or diagnostic devices.

A fast-growing market

Demand for on-device AI is accelerating. According to BCC Research[1], the global edge AI market is projected to grow from $11.8 billion in 2025 to $56.8 billion by 2030, a 36.9% compound annual growth rate. Defense agencies, governments, hospitals, ports, and critical infrastructure operators all demand AI that can run securely on their equipment, without sending sensitive data over public networks.

From the leaders

“Our customers can’t wait, and they often can’t rely on the cloud. They need AI that runs where the work happens. Winmate makes some of the most capable rugged systems in the industry, and our chips are designed to run AI inside exactly those kinds of devices. This partnership turns a years-long vision into a practical, deployable answer for defense and critical infrastructure operators,” said Dinakar Munagala, CEO of Blaize, Inc.

“Our platforms are deployed on naval vessels, in border outposts, on industrial sites, and in disaster zones – environments where most hardware fails. With Blaize, we can now deliver those same systems with on-device AI built in, giving customers real-time intelligence wherever they operate,” said Ken Lu, Chairman and CEO of Winmate Inc.

Target applications

Border security and surveillance: Real-time threat detection and perimeter monitoringMobile command and control: On-site intelligence and situational awareness for field teamsDrones and unmanned systems: Autonomous navigation and mission execution for UAVs and ground vehiclesCritical infrastructure: Continuous monitoring and predictive analytics for power, ports, and transportationMaritime domain awareness: Vessel tracking and anomaly detection at seaField healthcare: Portable diagnostics and decision support in remote and disaster environments

Deal at a glance

First-year revenue: the parties intend to work in good faith to close approximately $15 million in business, expected to scale meaningfully in subsequent yearsTerm: Three-year initial term, with automatic renewalNext steps: Joint engineering, sales, and marketing execution to bring integrated systems to market, with additional opportunities to be added through follow-on programs

[1] BCC Research, “Global Edge AI Market,” October 2025

About Blaize, Inc.

Blaize delivers a programmable AI platform, purpose-built for AI inference workloads in real-world environments. Its Hybrid AI architecture combines the Blaize GSP (Graph Streaming Processor) with GPU-based infrastructure, enabling AI inference workloads to run across edge, cloud, and data center. Blaize solutions support computer vision, multimodal AI, and sensor-driven applications across smart cities, industrial automation, telecommunications, retail, logistics, and defense. Blaize is headquartered in El Dorado Hills, California, with a global presence across North America, Europe, the Middle East, and Asia. Visit www.blaize.com or follow us on LinkedIn @blaizeinc.

About Winmate Inc.

Winmate Inc. is a publicly traded global leader in rugged computing systems, delivering industrial-grade platforms – including handhelds, tablets, vehicle-mounted units, panel PCs, and embedded modules – for demanding environments across defense, transportation, energy, healthcare, and industrial markets.

Cautionary Statement Regarding Forward Looking Statements

This press release contains forward-looking statements within the meaning of Section 27A of the U.S. Securities Act of 1933, as amended (the “Securities Act”), and Section 21E of the U.S. Securities Exchange Act of 1934, as amended (the “Exchange Act”) that are based on beliefs and assumptions and on information currently available to Blaize, including expectations and scope of customer contracts, including the Strategic Partnership Agreement with Winmate, the potential value and the timing of revenue pursuant to such contracts, preliminary estimates of results of operations and guidance on results for future periods, the industry in which Blaize operates, market opportunities, and product offerings. In some cases, you can identify forward-looking statements by the following words: “may,” “will,” “could,” “would,” “should,” “expect,” “intend,” “plan,” “anticipate,” “believe,” “estimate,” “predict,” “project,” “potential,” “continue,” “ongoing,” “target,” “seek” or the negative or plural of these words, or other similar expressions that are predictions or indicate future events or prospects, although not all forward-looking statements contain these words. Forward-looking statements are predictions, projections and other statements about future events that are based on current expectations and assumptions and, as a result, are subject to risks and uncertainties. Many factors could cause actual future events to differ materially from the forward-looking statements in this document, including but not limited to those factors discussed under the heading “Risk Factors” in our Annual Report on Form 10-K filed with the Securities and Exchange Commission (“SEC”) on March 24, 2026, and other documents filed by Blaize from time to time with the SEC. These filings identify and address other important risks and uncertainties that could cause actual events and results to differ materially from those contained in the forward-looking statements. Forward-looking statements speak only as of the date they are made. Readers are cautioned not to put undue reliance on forward-looking statements, and Blaize assumes no obligation to update or revise these forward-looking statements, whether as a result of new information, future events, or otherwise, except as required by law, including the securities laws of the United States and the rules and regulations of the SEC. Blaize does not give any assurance that it will achieve its expectations.

Blaize Contact

press@blaize.com
www.blaize.com 

Investors

ir@blaize.com
www.blaize.com 

Winmate Inc.

Liu, Chih-Yuan
Tel: +886-2-8511-0288
Email: spokesman1@winmate.com.tw
https://www.winmate.com/ 

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SOURCE Blaize Inc.

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