Dyad AI enables users to model, simulate, and validate designs using physics-grounded reasoning loops.
Now that language models have pervasively shown value throughout humanity, it is natural their adoptions will continue into the engineering sciences, affecting how products are designed and manufactured in our everyday life. Enjoy this podcast from an expert on this topic.
Digital tools are reshaping system design, operation, and optimization with AI managing renewable sources, microgrids, and prosumers with real-time data analysis.
Patent lawyer weighs in on AI-powered generative design.
As AI moves to operational reality, PLM leaders are prioritizing faster decision cycles and agentic intelligence integration over traditional system-of-record approaches.
How does automation impact professionals in the process of developing better products? Will it reduce job opportunities for engineers, and how will it change job profiles? These key questions are discussed in this blog post.
Find me a ball bearing with a 25 mm inner diameter, a lifespan of 10,000 cycles, and a speed of 8,000 RPM
Why AI simulation is the biggest growth opportunity for businesses.
Global State of Smart Manufacturing Report finds cybersecurity is top external concern after economic conditions.
Opportunities for applying AI in industrial software
Autodesk invests in Toolpath, founded by former product manager Al Whatmough
From HMDs to omnidirectional treadmills to 3D displays and beyond, there are a lot of options to consider. This guide will help.
AI doesn’t have to be a leap of faith. With simulation, machine builders can explore the benefits of AI in a safe, controlled environment – long before real equipment is at stake.
Simulation software is helping to propel new aerospace designs.
Jotne Connect has launched a new artificial intelligence business unit to advance model-based system engineering and PLM.
This blog delves into the different types of simulation, how generative AI enhances these processes, and the advantages of simulation in prescriptive analysis and optimization techniques.
Today, artificial intelligence (AI) is combining these learnings with real-time insights to fill in the gaps of what’s possible, making simulation faster and more accessible than ever before.
This blog explores the similarities and differences between Machine Learning Engineers and AI Engineers.
In this new APDRC white paper, learn how Neural Concept is leveraging AI and advanced NVIDIA RTX GPU compute to accelerate simulation.
With AI and simulation providing more comprehensive insight on performance, designers can focus on how to optimize designs.
Exploring five more of the most common AI risks and how to mitigate them.
AI allows teams to foresee potential flaws in their designs before production even begins.
Unlock the Power of Generative AI in Design with Deep Learning.
"Even when AI predictions were not perfect, we saw average wait time reductions of over 23% and fill rate improvements between 8% and 55%.”
Toolpath’s browser-based AI platform aims “to make it 10x faster to go from digital design to high-precision machined part.”
Toolpath aims to automate manufacturing analysis and CNC programming
Volkswagen’s digital trajectory reveals both the promise of technology adoption and the hurdles of industrial-scale implementation.
Report highlights AI integration lagging among some roles and professions.
Will engineers shape AI, or will AI shape them?
You are going to start hearing a lot more about model context protocol (MCP) in the coming months. Here’s why.
Another week, another startup working on engineering artificial general intelligence.
This two-part series introduces five of the 10 most common AI risks and how to mitigate them.
Foundation EGI has emerged from stealth to build an “AI platform for all aspects of engineering.”
This blog delves into how AI is playing a vital role in this evolution, examining its impact from established to emerging approaches, and how our continuous efforts are setting the stage for future advancements that can significantly benefit your workflow and productivity.
Luminary Cloud released an AI foundation model with help from Honda and Nvidia. Plus: have you heard of Hestus?
Will real-world testing disappear in the future? And with artificial intelligence, will the role of the engineer change into something more akin to graphic design, or even art? Engineering.com executive editor Jim Anderton discusses the future of computer-aided engineering with senior editor Michael Alba.
Protecting intellectual property in the digital, cloud connected age has never been more important, or more difficult. But there are solutions.
80% of companies are already integrating AI into their product development processes.
At Altair Future.Industry 2025, attendees learned about the vendor’s plans for an AI-powered future for engineering workflows.
Can Dassault Systèmes convince the market that this is more than just another buzzword-laden evolution?
Understanding the differences can help engineers select the right approach for specific challenges.
The first of a two-part series discusses best practices to help engineers significantly reduce model hallucinations.
PTC has released the ServiceMax AI field service management assistant following successful beta testing and is looking to roll it out immediately across existing and new customers.
This article addresses where and how AI is changing PCB design.
Simon Daigneault, Dr. David Ward, and Dr. Richard Ahlfeld explore AI’s impact on safety engineering in this podcast.
This blog explores the tangible impact of AI on battery development, distinguishing between genuine progress and inflated expectations.
This blog post explores the biomimetic principles of morphing wings, the material science supporting their design, and the technological advancements enabling their development, focusing on the role of physical AI in creating futuristic morphing wings.
This webinar covers compelling AI/ML-driven use cases and how they fit together in different scenarios: PLM, CAD, component and system level simulation and optimization, and physical test solutions.
This article discusses automation's past and future impact on mechanical engineering with applications reshaping the industry. We also present AI in mechanical engineering and discuss the career prospects for students who seek employment by specializing in these aspects of the industry.
Backflip’s new AI-based plug-in turns mesh data into fully parametric CAD models.
Venture is backed by $30M from NEA and Andreessen Horowitz
Microsoft CEO Satya Nadella recently predicted the end of the SaaS era as we know it, which could level the playing field for smaller manufacturers.
Several vendors offer a deeper perspective on how AI-powered design relates to and impacts generative design, topology optimization and more.
Partnership will link NeuralShipper design platform with Simcenter STAR-CCM+ computational fluid dynamics solution.
AI is accelerating, and OEMs are racing to keep pace by integrating 3D AI into their CAE workflows.
Automakers are using AI to speed up development times for next-generation vehicles.
Experts discuss tips and dilemmas in developing data-driven ROMs (reduced order models).
This blog delves into the different types of simulation, how generative AI enhances these processes, and the advantages of simulation in prescriptive analysis and optimization techniques.
Simulation is critical to successful engineering, and it’s becoming even more so thanks to trends such as simulation-driven design, digital twins and AI simulation.
Monolith's Next Test Recommender algorithm provides Vertical Aerospace engineers with a ranked selection of impactful tests to run, company says.
Wanting to stay ahead in the AI race? Take note of advancements in four areas.
The hype isn’t going anywhere, but what about the products? It’s still a game of wait-and-see.
ML enables packaging manufacturers to understand the impact of design changes much faster than traditional simulation methods allow. AI-enabled unified modeling and simulation (MODSIM) accelerates product development in the consumer-packaged goods & retail industry.
NVIDIA NIM Microservices and AI Blueprints help developers build AI agents and creative workflows on PC, company reports.
Siemens brings industrial artificial intelligence (AI) to the shop floor with the new Siemens Industrial Copilot for Operations.
Comsol’s Bjorn Sjodin explains the value of reduced order modeling, how chatbots can help simulation beginners and what better AI could lead to.
Simulation-assisted AI leverages simulation outputs to enrich AI models. By integrating insights from simulations, AI models can be trained to understand complex systems better and predict their behavior with greater precision.
Simulation has steadily become faster and more accessible, but with the addition of artificial intelligence (AI), that steady progress takes a great leap forward.
Thoughts on maintaining the centrality of employees in your artificial intelligence implementation, and a short self-assessment to help focus your plan.
The task ahead is clear: cross-functional collaboration, systems interoperability, and business-digital strategy alignment.
PTC's AI-enabled value drivers across the product lifecycle
The defense sector is marching down an increasingly digitized path in 2025. AI is revolutionizing maintenance and repair.
It is not just about understanding AI as a singular entity like Generative AI, but about exploring its integration into various organizational elements such as simulations, operations, planning and scheduling, optimization, and anomaly detection.
How is Artificial Intelligence (AI) and, more specifically, Machine Learning revolutionizing engineering processes in mechanical engineering?
PhysicsX’s LGM-Aero is trained on a corpus of more than 25 million geometries and associated physics simulation.
Partnership forged to develop Codebeamer Generative AI Copilot.
Machine learning and data science add new expectations and complexities.
MIT recently unveiled an AI risk matrix and it’s surprising how they might impact your manufacturing business.
The article shows how AI is transforming engineering by enabling teams to analyze, predict, and optimize systems. ML models enhance design and decision-making while adhering to ethical standards.
GFT will leverage NVIDIA AI and Omniverse tools to create visual and quality inspection applications for manufacturing.
The technical paper underscores the potential of Neural Concept’s technology to accelerate AI for engineering by offering faster, more accurate, and AI-driven engineering results.
Why the confluence of AI and the digital twin will define the future of engineering worldwide.
Edge AI expert Jack Ferrari shares his insights on why this tech is a good fit for manufacturing operations.
Generative AI and large language models help you pick your spots and add value to digital transformation.
Will generative AI finally unleash the “smartphone moment” for industry?
While AI offers powerful capabilities, it is not a magic solution. Successfully applying AI in manufacturing requires a deep understanding of the technology and the manufacturing process it's being applied to.
In this video interview, Digital Engineering 24/7 Editor, Kenneth Wong and CIMdata's Sandeepak Natu discuss the emerging role of AI in simulation.
At its annual user event, Autodesk highlights AI's growing role in products for all sectors, and celebrates being selected as partner for LA28 Olympic Games.
AI has made strides in various fields recently. But what does it mean for engineers? JHU EP discusses how engineers can use AI to their benefit.
The engineering community is beginning to incorporate AI into Machine Design and performance enhancement.
Artificial intelligence (AI) is profoundly transforming engineering simulation, enhancing speed, precision, and scope.
CEOs expect engineering and PLM leaders to have an AI strategy. Join thought leaders from last year’s event as well as an expanded group of experts who will revisit AI’s impact on and potential for PLM and explore a variety of related topics.
The prospects for hybrid quantum optimization algorithms in the manufacturing industry are particularly promising.
Catia CEO Olivier Sappin explains how Catia is evolving to meet today’s engineering needs.
The blog speaks with 3 of the industry's leading thinkers to share perspectives on how AI is augmenting systems thinking and model-based systems engineering (MBSE) to streamline and accelerate design and engineering processes leading to faster time to market.
While the adverse effects of AI seem to be getting the most attention, there is a strong upside to this emerging technology. Read this blog post to learn more.
Here are four ways organizations can begin to make this shift and how the speakers believe that AI will come into play to support these changes.
Over the next few years, we’ll see more and more use cases reinforcing the idea of an AI-supported human-centric engineering process. This blog presents three examples where organizations are leveraging AI to shape engineering practices for the better.
This episode of the Aras panel discussion series explores the profound impact of integrating simulation and AI on the future of work for engineers.
AI isn’t just a trend—it’s the future of engineering. By attending, you’ll gain the knowledge you need to stay ahead of the curve and ensure your workstation setup is optimized for AI’s growing demands.
General Motors and NVIDIA announced at NVIDIA GTC 2025 that they are collaborating on next-generation vehicles, factories and robots using AI, simulation and accelerated computing. … Continue reading General Motors and NVIDIA Team Up on AI for Automotive
Siemens is showcasing its vision for the future where data, AI and software-defined automation will converge to enable unprecedented flexibility, … Continue reading Siemens unveils breakthrough innovations in industrial AI and digital twin technology at CES 2025
Neural Concept, the leading end-to-end 3D AI platform that transforms product development and design with Engineering Intelligence, will be exhibiting … Continue reading Neural Concept to Demonstrate Accelerated AI-Driven Product Design at CES 2025
CoLab, a technology company building collaboration solutions for mechanical engineering and hardware development teams, has launched new artificial intelligence (AI) … Continue reading CoLab Launches AI Solution
Siemens has signed an agreement to acquire Altair Engineering Inc., a leading provider of software in the industrial simulation and … Continue reading Siemens strengthens leadership in industrial software and AI with acquisition of Altair Engineering
Esteco has acquired Turin-based Optimad Engineering, a company specialising in advanced engineering solutions, Reduced Order Modelling (ROM) and computational fluid … Continue reading Optimad Engineering acquired by Esteco for enhanced CFD AI
Siemens Digital Industries Software today announced the latest updates to its NX™ software from the Siemens Xcelerator portfolio bringing new … Continue reading Siemens brings new immersive collaboration, electro-mechanical workflows and new AI-enabled design capabilities to NX
For all the artificial intelligence (AI) news coming out every day, a large portion can be dismissed as irrelevant to … Continue reading New partnership brings AI to MRO
Siemens announced today that it will deepen its collaboration with NVIDIA to help build the industrial metaverse. Siemens is bringing immersive … Continue reading Siemens and NVIDIA expand collaboration on generative AI for immersive real-time visualization
aiolas is an artificial intelligence (AI)-powered direct question search that has indexed the entire NAFEMS resource center, so, according to NAFEMS, “you could say it … Continue reading NAFEMS Experiments with AI-Powered Search Feature
Siemens and Amazon Web Services (AWS) are strengthening their partnership and making it easier for businesses of all sizes and … Continue reading Siemens and AWS join forces to democratize generative AI in software development
One of the issues with artificial intelligence (AI) that often goes overlooked is just how expensive it is to build … Continue reading NVIDIA Introduces Bespoke AI for Enterprises on Microsoft Azure
Artificial intelligence (AI) is rapidly emerging as a key enabler of innovation. What does this mean for design, particularly when … Continue reading Can AI Boost Design for Additive Manufacturing?
During SIGGRAPH, NVIDIA and Hugging Face announced a partnership that will make generative artificial intelligence (AI) supercomputing accessible to developers building large language models (LLMs) … Continue reading NVIDIA and Hugging Face Connect on Generative AI Supercomputing Integration
TROY, Mich., June 6, 2023 — Altair (NASDAQ: ALTR), a global leader in computational science and artificial intelligence (AI), released results from … Continue reading Altair Global Survey Reveals Significant Opportunities to Improve Efficiency, Scale, and Success of Enterprise AI and Data Projects
Press Release For Immediate Release CINCINNATI, OH (USA); MAY 15, 2023: Revolution in Simulation™ (Rev-Sim), created to accelerate innovation using … Continue reading Revolution in Simulation™ Expands Focus to Cutting-Edge Simulation
In this online discussion, a panel of experts fielded questions on the application of AI/ML technologies in Product Development and Simulation.
This panel discussion outlines strategic approaches for integrating AI/ML into CAE, with a focus on real-life experiences and insights from industry experts. Topics include CAE simulations, virtual animation data, and product design iterations and optimization.
Co-hosted by Rev-Sim, CIMdata, and Digital Engineering 24/7, this roundtable includes experts from Microsoft, Altair, and Neural Concept. Watch to learn their thoughts and see practical, real-world examples of the use of AI and Machine Learning to improve the simulation process while also highlighting the potential pitfalls of this approach.
This webinar highlights the benefits of using artificial intelligence in the design of vehicle crash structures as well as occupant kinematics in future autonomous vehicles.
AZothBio used Rescale technology to simulate large-scale algorithms in the cloud, understand not only the R&D challenges but also cloud infrastructure, HPC, and configurations.
Machine Learning Models Built in Altair AI Studio Display Real-time Data in Altair Panopticon Dashboards
Delft University of Technology engineers use deep learning algorithms to back-calculate microarchitectures from desired properties.
Neural Concept Shape models were able to accurately predict the behavior of components during a crash, a highly non-linear phenomenon.
To meet the ever-evolving demands of the industry and customers Mitsubishi Chemical Group is committed to support their partners with material characterizations used as input data for highly dynamic crash simulations using Finite Elements Analysis.
TurboTides implemented the OASIS AI Optimizer in their suite of Turbo design software for compressor, fan, pump and turbine to aid their customers to find the best alternatives with allowable time and computer resources.
Researchers from Princeton University and the University of California, Berkeley are using supercomputers at the Argonne Leadership Computing Facility (ALCF), including the powerful Polaris supercomputer, to enable 3D supernova simulation.
The drive towards full electrification of the car is an opportunity but also a challenge. Certain elements of the drivetrain will disappear, such as exhaust systems. On their turn, components such as the battery are now becoming prevalent.
Orbital Stack, the CFD tool created by global leaders in wind engineering and microclimate analysis, RWDI, partnered with Engineering Intelligence firm, Neural Concept, in order to add the power of AI to their App for structural engineers. Orbital Stack makes climate-informed design easy, affordable, and understandable.
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