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Computational Fluid Dynamics Market to Grow by USD 1.23 Billion from 2024-2028, Driven by Demand for Reduced Product Design Time and Costs, Report Highlights AI’s Influence on Market Trends – Technavio

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NEW YORK, Aug. 27, 2024 /PRNewswire/ — Report on how AI is redefining market landscape- The global computational fluid dynamics market size is estimated to grow by USD 1.23 billion from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of over 9.45%  during the forecast period. Growing need for reduction in product design time and cost is driving market growth, with a trend towards increasing shift toward cloud based CFD. However, growing concerns about software and data privacy  poses a challenge. Key market players include 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..

Get a detailed analysis on regions, market segments, customer landscape, and companies- View the snapshot of this report

Computational Fluid Dynamics Market Scope

Report Coverage

Details

Base year

2023

Historic period

2018 – 2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 9.45%

Market growth 2024-2028

USD 1235.5 million

Market structure

Fragmented

YoY growth 2022-2023 (%)

8.42

Regional analysis

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

Performing market contribution

APAC at 32%

Key countries

US, China, Germany, UK, and Canada

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 Driver

The global Computational Fluid Dynamics (CFD) market is experiencing significant growth due to increasing demand for digitization, overall connectivity, and ease of use. Rising Research and Development (R&D) expenditure and product complexity are also driving market expansion. Vendors are responding to the growing adoption of cloud-based services by developing feature-rich Product Lifecycle Management (PLM) solutions. Cloud-based CFD offers advantages such as zero start-up time, guided workflows, and constant online support. The OpenFOAM Foundation Ltd., a leading CFD vendor, provides a complete OpenFOAM cloud computing platform using Amazon Web Services (AWS) EC2. This platform supports Elastic Network Adapter and C5n instances for effective scaling on clusters. These factors are expected to boost the growth of the global CFD market during the forecast period. 

The Computational Fluid Dynamics (CFD) market is experiencing significant growth due to increasing trends in equation solving for complex fluid dynamics problems. Reduced testing time and product design cycles are key benefits, enabling faster analysis and optimization. Physical prototypes are being replaced with digital twins, reducing costs and improving sustainability. Data security and cybersecurity are crucial considerations, especially in industries like aerospace and energy. External factors, such as regulatory standards and sustainability metrics, are driving the adoption of green design principles and global supply chains. High-fidelity simulation and virtual prototyping are essential for optimizing manufacturing costs and improving efficiency. CFD software, hardware, and high-performance computing are essential tools for industries like renewable energy, healthcare, and biotechnology. Simulation capabilities are expanding to include industry applications like wind farms and circuit boards, with efficient product design and optimization at the forefront. Model calibration, boundary conditions, turbulence modeling, and mesh quality are critical elements of CFD analysis. Overall, the market is focused on delivering efficient, cost-effective, and sustainable solutions for various industries. 

Explore a 360° Analysis of the Market: Unveil the Impact of AI. For complete insights- Request Sample!

Market Challenges

In the Computational Fluid Dynamics (CFD) market, data security and privacy concerns are increasingly important for businesses. With the adoption of cloud-based CFD software, there is a risk of data being accessed or mishandled by third-party service providers. Standard attacks, such as Man-in-the-Middle (MiTM), can affect the object storage component. Vendors are concerned that clients may not verify the Certificate Authority (CA) credential of the server before executing a secure socket layer connection, potentially leading to data leakage. Cloud solutions are more accessible for data sharing but come with risks such as distributed denial-of-service (DDoS) attacks, data breaches, unsecured application programming interfaces (APIs), data loss, and account hijacking. Software piracy, where a purchased license is shared with other end-users, also poses a threat to the privacy of CFD software. These issues may hinder the growth of the global CFD market during the forecast period.The Computational Fluid Dynamics (CFD) market is growing rapidly due to the increasing demand for efficient product design and optimization in various industries. CFD software helps businesses improve their manufacturing costs by simulating fluid flows and mechanics before actual production. However, the high cost of hardware and high-performance computing (HPC) requirements pose challenges. Cloud-based solutions and HPC are addressing these challenges by offering affordable simulation capabilities. Industries like Aerospace, Energy, Healthcare, Renewable Energy, Biotechnology, and Automotive Manufacturing are major consumers of CFD technology. The market is segmented into industries like Electrical and Electronics, Industrial Machinery, and Electric vehicles. CFD’s real-world performance in design and manufacturing processes is crucial for developed economies in sectors like Automobile and Industrialization. The growth rate of the CFD market is driven by sustainability initiatives, artificial intelligence, and environmental concerns. Earlier, coding practices involved the use of punched paper tapes and cards, but now software packages have streamlined the process. The deployment model choices include cloud-based and on-premises. CFD’s application in fluid flows and mechanics is essential for industries to ensure product efficiency and sustainability.

For more insights on driver and challenges – Request a sample report!

Segment Overview 

This computational fluid dynamics market report extensively covers market segmentation by  

End-user 1.1 Aerospace and defense industry1.2 Automotive industry1.3 Electrical and electronics industry1.4 OthersDeployment 2.1 Cloud2.2 On-premisesGeography 3.1 North America3.2 Europe3.3 APAC3.4 South America3.5 Middle East and Africa

1.1 Aerospace and defense industry-  The aerospace segment of the global Computational Fluid Dynamics (CFD) market is projected to expand significantly during the forecast period due to the increasing demand for operational efficiency, cost reduction, and compliance with standards in the aerospace sector. Before the advent of CFD, aircraft manufacturing companies relied on wind tunnel testing and flight-testing methods to evaluate product performance. However, with the advent of powerful computers, these traditional methods have been replaced by numerical simulation methods based on the Navier-Stokes equation. CFD is now widely used in various stages of aircraft design and research and development. It is employed in designing external aerodynamics, fuel systems, engine core compartments, missiles, cockpit and cabin ventilation, and submarines. CFD significantly contributes to designing turbine engines and increasing engine fan efficiency. Advancements in CFD have led to increased bypass ratios using CFD codes and a reduced number of blades in aircraft engine turbines. The evolution of CFD codes from 2-D Euler models to current 3-D Navier-Stokes models has resulted in highly efficient and fewer-blade turbines, reducing blade costs. Engineering simulation software, such as SimScale’s cloud-based CAE platform, allows for powerful CFD simulations from any device, streamlining the design process and reducing the need for physical prototypes. In the aerospace industry, Mentor, a Siemens AG subsidiary, offers Capital Load Analyzer software to simplify aircraft electrical design compliance and certification. With the growth of digitization in manufacturing and product design, traditional tools have been replaced by more efficient CFD simulation software based on the Navier-Stokes equation. The significant benefits of CFD in aerospace and defense are expected to drive its adoption, fueling the growth of the global CFD market in the aerospace and defense segment during the forecast period.

For more information on market segmentation with geographical analysis including forecast (2024-2028) and historic data (2017-2021) – Download a Sample Report

Research Analysis

The Computational Fluid Dynamics (CFD) market is experiencing significant growth due to the increasing demand for efficient product design and optimization in various industries. CFD software, hardware, and high-performance computing (HPC) play crucial roles in simulating fluid flow and heat transfer, enabling manufacturers to reduce manufacturing costs and improve product performance. CFD is widely used in the aerospace industry for aerodynamic design, in the energy sector for power plant optimization, in healthcare for medical device design, and in renewable energy for wind turbine optimization, among others. The integration of artificial intelligence and machine learning algorithms in CFD software is further enhancing simulation capabilities, while environmental concerns are driving the adoption of cloud-based solutions and sustainable practices. The automotive sector, automobile manufacturing, electrical and electronics, industrial machinery, and electric vehicles are also major consumers of CFD technology. Computational fluid codes are the foundation of CFD simulations, enabling the accurate modeling of fluid mechanics and heat transfer phenomena.

Market Research Overview

The Computational Fluid Dynamics (CFD) market is a dynamic and growing industry focused on efficient product design and optimization. CFD software, hardware, and high-performance computing (HPC) technologies enable the simulation of fluid flows and mechanics, significantly reducing testing time and costs in various industries. CFD applications span aerospace, energy, healthcare, renewable energy, biotechnology, and more. Sustainability initiatives and environmental concerns are driving the market’s growth, with a focus on efficiency, sustainability, and artificial intelligence. Deployment models include cloud-based and on-premises solutions, catering to diverse industry segmentation. CFD plays a crucial role in the automotive manufacturing, electrical and electronics, industrial machinery, and electric vehicle sectors. Product design cycle analysis, regulatory standards, and sustainability metrics are essential considerations. External factors, such as project delays and budget constraints, necessitate high-fidelity simulation, virtual prototyping, and digital twin technologies. CFD also involves model calibration, boundary conditions, turbulence modeling, and mesh quality to ensure detailed simulation accuracy.

Table of Contents:

1 Executive Summary
2 Market Landscape
3 Market Sizing
4 Historic Market Size
5 Five Forces Analysis
6 Market Segmentation

End-userAerospace And Defense IndustryAutomotive IndustryElectrical And Electronics IndustryOthersDeploymentCloudOn-premisesGeographyNorth AmericaEuropeAPACSouth AmericaMiddle East And Africa

7 Customer Landscape
8 Geographic Landscape
9 Drivers, Challenges, and Trends
10 Company Landscape
11 Company Analysis
12 Appendix

About Technavio

Technavio is a leading global technology research and advisory company. Their research and analysis focuses on emerging market trends and provides actionable insights to help businesses identify market opportunities and develop effective strategies to optimize their market positions.

With over 500 specialized analysts, Technavio’s report library consists of more than 17,000 reports and counting, covering 800 technologies, spanning across 50 countries. Their client base consists of enterprises of all sizes, including more than 100 Fortune 500 companies. This growing client base relies on Technavio’s comprehensive coverage, extensive research, and actionable market insights to identify opportunities in existing and potential markets and assess their competitive positions within changing market scenarios.

Contacts

Technavio Research
Jesse Maida
Media & Marketing Executive
US: +1 844 364 1100
UK: +44 203 893 3200
Email: media@technavio.com
Website: www.technavio.com/

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SOURCE Technavio

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Positive Perception of Term “All-Electric Home” Increases 12 Percentage Points in Recent Years, E Source Survey Finds

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Research from the utilities-focused research, consulting, and data science company shows positive shift in homeowner perceptions of electrification technologies, though cost remains a barrier to fuel-switching. 

BOULDER, Colo., Nov. 14, 2024 /PRNewswire/ — E Source, a utilities-focused consulting, research, and data science company, has shared the results of its 2024 Residential Electrification Survey, including a shift in consumer attitudes toward electrification technologies in residential settings. The independent study, first conducted in 2021, fielded in April 2024 with over 10,000 residential homeowner utility customers in the United States and Canada.  

Designed and administered by the E Source Market Research team, the survey offers findings around: 

Consumer perceptions of electrification technologies: Over three-quarters of respondents believe that electricity is a safer home and appliance fuel source than natural gas, an increase from 2021. Despite shifting perceptions, cost remains a barrier to fuel-switching.Current ownership of electrification equipment: More respondents say they own electric equipment in 2024 compared to 2021, with electric cooktops and smart thermostats reported as the most common electric appliances.Readiness for adoption: While many respondents said they were unlikely to switch fuel sources for most home equipment, 27% expressed interest in taking steps to electrify all their appliances.

In other notable findings, positive perception of the term “all-electric home” increased from 40% in 2021 to 51% in 2024. Additionally, over one-third of respondents would prefer homes with only electric appliances when choosing their next residence, with 63% stating that gas appliances contribute to indoor air pollution, an increase from 51% in 2021.  

However, despite the growing interest in electrification, cost remains the largest barrier to fuel-switching, with 76% of respondents believing that switching fuel sources of any kind in their home appliances would be costly. 

Utilities today are navigating fast-paced technological advancements, transitioning to cleaner energy sources, managing tighter budgets, and looking to meet heightened customer expectations. A systematic and targeted approach to electrification is central to successfully addressing these challenges.

“Electrification holds tremendous potential along with risks. Utilities can realize that potential and mitigate the risks by understanding how to best engage their customers in the energy transition. With in-depth market research like our Residential Electrification Survey, utilities can understand perceptions of electrification to promote the value of new technologies based on customer needs, beliefs, and behaviors,” said Filomena Gogel, President of research and advisory at E Source.  

An overview of the insights is publicly available in a downloadable eBook here. Detailed findings are available in an industry report for members of the Distributed Energy Resource (DER) Strategy Service offered by E Source. 

About E Source 
E Source combines industry-leading research, data science, and consulting to help utilities make and implement better data-driven decisions that positively impact their customers, their bottom line, and our planet. Headquartered in Boulder, Colorado, E Source has teams across the US and Canada. Learn more at www.esource.com.

Media Contact:  
Adarsh Nalam, Director, Solutions Marketing and Communications  
adarsh_nalam@esource.com

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SOURCE E Source Companies LLC

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Ironclad Launches Jurist: an AI-Powered Assistant That Shows its Work

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The conversational AI assistant utilizes purpose-built multi-agent technology that works together to automate legal work, giving legal professionals a singular place to work with all the right tools and information in one seamless experience

SAN FRANCISCO, Nov. 14, 2024 /PRNewswire/ — Ironclad, the leading digital contracting platform for modern businesses, today announced the public launch of a new conversational AI legal assistant, Ironclad Jurist. Jurist allows legal professionals to draft, edit, review, summarize, translate, and answer questions related to modern contracting. Jurist is the only AI-powered assistant purpose-built for lawyers that lets users create and iterate on any legal document with past company precedent, benchmarks, and real-time changes in the legal space—all in an online, fully editable .docx workspace.

Jurist, built on Ironclad’s open-source visual programming platform Rivet, offers users unprecedented transparency into AI decision-making within a contract by displaying agent actions and reasoning, complete with citations in its online research mode. Leveraging industry-leading prompt routing, specialized legal prompt engineering, and a sophisticated retrieval automation generation (RAG) approach that harnesses multiple top-tier LLMs, Jurist is transforming the landscape of AI-assisted legal work.

“Jurist has already eliminated hours of manual review from our document review process. Its intuitive interface lets us easily define our own parameters, transforming tasks like NDA reviews into a streamlined workflow,” said Katelyn Canning, Director and Head of Legal at Ocrolus. “What truly sets it apart is its ability to select the most appropriate AI model for each task behind the scenes, delivering useful results without requiring us to craft intricate prompts. This combination of power and simplicity has made it an indispensable tool for our legal team.”

After a rigorous five-month beta, which included in-house legal teams at companies like Ocrolus and Signifyd, and leading law firms including Gunderson Dettmer, Jurist is now generally available. With Ironclad Jurist, users can:

Perform legal work in one central place: Jurist provides a new surface for lawyers to work with, iterate, draft, edit, research, and ask questions, all within a single environment. Users can directly edit AI outputs—and write prompts for specific sections of documents to fine-tune contract language—in a native .docx editor.Personalize AI outputs with past documents: Jurist produces personalized drafts, reviews, and edits based on the context users provide, including templates and executed agreements.Access the latest legal knowledge from verified online sources: Users can stay current with the ever-evolving legal landscape from the most reputable online legal research sources.Verify actions taken by your team of agents: Jurist explains its decisions in real time and cites sources when answering prompts, empowering users to use what they create with confidence.Work in a responsible, privacy-forward environment: Jurist does not allow companies like OpenAI or Google to retain or train on customer data. Ironclad provides customers with complete enterprise-grade security and holds numerous certifications, including several ISOs. Ironclad is also compliant with GDPR, HIPAA, and the SOC 2 Type II Security Trust Criteria. To learn more about Ironclad’s security certifications, click here.

“Legal is the perfect application for LLMs, because LLMs are exceptionally good at working with unstructured data – which is the lion’s share of the types of documents lawyers work with,” said Ironclad Chief Product Officer Michel Feaster. “We built Jurist to help bridge this gap, and wanted to create something that was congruent with the ways that lawyers are already working. Lawyers need to be able to edit in real-time in one place, or be able to ask questions about specific parts of a contract, or compare and edit groups of documents at the same time. And because Ironclad has been building technology for lawyers and optimizing contracts for 10 years, our AI agents are fine tuned to be best in class at legal editing.”

“Using Jurist has helped give us a singular workplace to drastically speed up many kinds of legal work,” said Zuhair Saadat, Contracts Manager at Signifyd. “For example, performing an MNDA review or drafting custom clauses for an order form typically takes an hour to a day. Using Jurist, we could do this in minutes—in some cases seconds—depending on complexity. If I need to edit the output, translate it, or ask a question about it, I can do that right in the product without leaving. It reduces time spent on these kinds of tasks, saves money on attorney fees, and gives me a leg up. Whatever I’m doing, I never have to start from scratch.”

“We’ve released Jurist as a standalone product, built on Ironclad architecture, because we feel this will benefit the entire legal community—whether they already use Ironclad or not,” said Ironclad President Jeremy Smith. “We are committed to enabling legal teams with the products they need to drive tangible business impact, and we believe Jurist will make a lasting impact on the future of the legal field.”

To learn more about Jurist and try it for yourself, click here.

About Ironclad
Ironclad is the #1 contract lifecycle management platform for innovative companies, powering billions of contracts every year. L’Oréal, OpenAI, and other leading innovators use Ironclad to collaborate and negotiate on contracts, accelerate contracting while maintaining compliance, and turn contracts into critical carriers of operational business intelligence. It’s the only platform flexible enough to handle every type of contract workflow, whether a sales agreement, an HR agreement or a complex NDA. The company is backed by leading investors like Accel, Sequoia, Franklin Templeton, Y Combinator, and BOND. For more information, visit www.ironcladapp.com or follow us on LinkedIn and X.

Media Contact:
Paul Chalker
paul.chalker@ironcladhq.com

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SOURCE Ironclad Inc.

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Tom Atchison Honored as a Most Admired CEO by Denver Business Journal

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GREENWOOD VILLAGE, Colo., Nov. 14, 2024 /PRNewswire/ — National Corporate Housing is thrilled to announce that Tom Atchison, our esteemed Founder and Chief Executive Officer, has been honored with the Most Admired CEO Award by the Denver Business Journal. This prestigious award recognizes leaders in the Denver area who demonstrate exceptional leadership, vision, and community impact within their industries and beyond.

Under Tom’s visionary leadership, National Corporate Housing has achieved significant growth and success while maintaining a strong commitment to ethical business practices and a people-first culture. He has fostered an environment that prioritizes employee development, customer satisfaction, and industry-leading service.

“Tom exemplifies the highest standards of leadership, integrity, and Surprisingly Superior Service,” said Misty Gregarek, President of National Corporate Housing. “Part of what makes National so special is Tom’s incredible talent for identifying potential in people and providing them opportunities to excel. This recognition is a testament to his unwavering dedication to our company’s mission and to making a positive impact on our employees, customers, and the community.”

Tom was recognized along with 20 other executives Wednesday night at an award dinner at the Ritz Carlton in Denver. We congratulate Tom on this well-deserved honor and look forward to continued success under his exceptional leadership.

For media inquiries, please contact:
Heidi Hume, Vice President, Marketing
703-727-9124 | hhume@nationalcorporatehousing.com

About National Corporate Housing: At National, we turn complex temporary housing challenges into seamless solutions. As a global leader in customized corporate housing since 1999, we provide personalized, 360-degree services that ensure your employees feel at home, wherever they are in the world. With our extensive network and local expertise, we make the unfamiliar comfortable, delivering exceptional experiences that transform clients into lifelong partners.

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SOURCE NATIONAL CORPORATE HOUSING

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