Computer-Aided Engineering Solutions # Interactive Computer-Aided Engineering Simulations Cadence Fidelity Overview ## Accelerate, Visualize, and Deploy AI With NVIDIA to Your Computer-Aided Engineering Workflows NVIDIA is enabling industry developers to achieve real-time interactive design using AI-accelerated real-time digital twins. These advanced simulation environments let engineers change design settings and immediately see how they affect key performance indicators. Creating real-time [digital twins](https://www.nvidia.com/en-eu/omniverse/solutions/digital-twins.md) is typically a custom effort that demands expertise across multiple domains. ### Industrial Software Leaders Build Secure, Autonomous AI Engineers With NVIDIA NemoClaw Showcased at GTC Taipei at COMPUTEX, autonomous AI engineers compress weeks of simulation work into just hours. [Read the Press Release](https://blogs.nvidia.com/blog/industrial-software-leaders-secure-autonomous-ai-engineers-nemoclaw) ### NVIDIA and Global Industrial Software Giants Bring Design, Engineering, and Manufacturing Into the AI Era Cadence, Dassault Systèmes, PTC, Siemens, and Synopsys are bringing NVIDIA CUDA-X™,  Omniverse™, and GPU-accelerated industrial software and tools to their customers. [Read the Press Release](https://nvidianews.nvidia.com/news/nvidia-and-global-industrial-software-giants-bring-design-engineering-and-manufacturing-into-the-ai-era) Technology ## Discover the Technology Behind the Solutions Unifying the three pillars of NVIDIA technology for developers is essential for achieving real-time physics digital twins for industry software leaders. ### Accelerate * Accelerate ISV solvers at massive scale using [NVIDIA Blackwell](https://www.nvidia.com/en-eu/data-center/technologies/blackwell-architecture.md) and [Grace Hopper](https://www.nvidia.com/en-eu/data-center/grace-hopper-superchip.md) superchip. * Utilize NVIDIA CUDA-X™ libraries and [NVIDIA Warp](https://developer.nvidia.com/warp-python) for GPU acceleration. [CUDA-X libraries](https://www.nvidia.com/en-eu/technologies/cuda-x.md) are built on top of CUDA to simplify adoption of NVIDIA’s acceleration platform across data processing, AI, and HPC. ### AI Engineering * The [NVIDIA® NemoClaw™ Blueprint](https://github.com/NVIDIA/NemoClaw/tree/main/nemoclaw-blueprint) is a reference architecture used by ISVs for building AI agents that autonomously execute simulation and verification workflows end to end, without requiring human handoff at each step. * [NVIDIA PhysicsNeMo™](https://developer.nvidia.com/physicsnemo) empowers its AI-physics framework to train and deploy NVIDIA NIM™ microservices. ### Interactive Visualization * Visualize your simulation results in real time using [NVIDIA Omniverse™](https://www.nvidia.com/en-eu/omniverse.md)  libraries. * Build the next wave of industrial and [AI simulation applications](https://www.nvidia.com/en-eu/omniverse/cloud.md) Products ## NVIDIA Solutions for Engineering Simulation ### In Workstations Access the powerful acceleration of NVIDIA professional GPUs while working on desktop or mobile workstations. [Learn More About Professional Desktop Graphics](https://www.nvidia.com/en-eu/design-visualization/desktop-graphics.md) ### In the Data Center Utilize multi-GPU power remotely from on-premises or hosted data center solutions. [Learn More About Data Center Products](https://www.nvidia.com/en-eu/data-center/products.md) ### In the Cloud Support application virtualization that enables engineers to work faster and IT to stretch budgets. [Learn More About GPU Cloud Computing](https://www.nvidia.com/en-eu/data-center/gpu-cloud-computing.md) Industries ## Explore Computer-Aided Engineering Solutions 1. Automotive 2. Manufacturing 3. Aerospace 4. Energy ### Automotive * Accelerate automotive engineering from concept to validation with NVIDIA AI and accelerated computing. * NVIDIA helps teams speed up structural finite element analysis (FEA), thermal, [computational fluid dynamics (CFD)](https://www.nvidia.com/en-eu/use-cases/computational-fluid-dynamics-simulation.md), and electromagnetics (EM) simulation while enabling real-time visualization and interactive digital twins for faster design decisions. [Learn More About Simulated Engineering in Automotive](https://www.nvidia.com/en-eu/solutions/cae.md) Ansys, Rescale ### Manufacturing * NVIDIA accelerates manufacturing engineering with GPU-powered simulation, AI, and digital twins that span product, process, and factory. * Teams can run more detailed structural, thermal, fluid, and electromagnetics analyses in less time, visualize results in real time, and connect design, production, and quality workflows in a single, data-driven environment. [Learn More About AI in Manufacturing](https://www.nvidia.com/en-eu/industries/industrial-sector.md) ### Aerospace * Engineer the next generation of aircraft and spacecraft with accelerated CAE. * NVIDIA helps aerospace teams speed design exploration, improve manufacturability and efficiency, and reduce infrastructure cost by combining GPU-accelerated simulation, agentic engineering, AI physics, and real-time digital twins. * From external aerodynamics and thermal management to propulsion, structural analysis, and system-level optimization, NVIDIA technologies enable faster engineering workflows with interactive visualization and scalable deployment across workstations, data centers, and the cloud. [Read Aerospace Blog Posts](https://developer.nvidia.com/blog/recent-posts/?industry=Aerospace) Credit: Dassault Systems ### Energy * Bring the future of energy to life with AI and computer-aided engineering. NVIDIA helps energy companies accelerate simulation-driven development with GPU acceleration, AI models, and real-time visualization for workflows spanning subsurface analysis, power systems, industrial assets, and field operations. * From reservoir simulation and seismic processing to predictive maintenance and physically accurate digital twins, NVIDIA technologies help engineering teams build and scale use-case applications faster across workstations, data centers, and cloud infrastructure. [Learn More About AI Solutions for the Energy Industry](https://www.nvidia.com/en-eu/industries/energy.md) Siemens Gamesa Adopters ## Leading Adopters Across Industries 1. Industry Software Providers 2. Cloud Service Providers 3. Hardware Partners ### Resources ## See the Latest Industry-Shaping Breakthroughs 1. Blogs 2. Press Releases 3. Demos/Videos Synopsys, Ansys Fluent ### NVIDIA AI Physics Transforms Aerospace and Automotive Design, Accelerating Engineering by 500x NVIDIA Industry leaders and software providers adopt NVIDIA DoMINO NIM microservice to advance computational engineering with AI-powered simulation and modeling. [Read Blog](https://blogs.nvidia.com/blog/ai-physics-aerospace-automotive-design-engineering/) ### Semiconductor Industry Accelerates Design Manufacturing With NVIDIA Blackwell and CUDA-X NVIDIA Blackwell is being adopted by TSMC, Cadence, Siemens, Synopsys, and KLA for chip design and manufacturing. [Read Blog](https://blogs.nvidia.com/blog/semiconductor-industry-electronic-design-automation-blackwell-cuda-x) ### NVIDIA Accelerates Science and Engineering With CUDA-X Libraries Powered by Grace Blackwell and Hopper Architectures Libraries including cuBLAS, cuDSS, cuSOLVER, cuOpt, and cuLitho to speed simulations and transform applications in all industries. [Read Blog](https://blogs.nvidia.com/blog/cuda-x-grace-hopper-blackwell/) [See All Tech Blog](https://developer.nvidia.com/blog/tag/computational-fluid-dynamics/) [See All Topic News](https://blogs.nvidia.com/blog/tag/simulation-and-design/) ### NVIDIA and Synopsys Announce Strategic Partnership The expanded partnership will bring together NVIDIA AI and accelerated computing with Synopsys’ engineering solutions to revolutionize engineering and design. [Read Press Release](https://nvidianews.nvidia.com/news/nvidia-and-synopsys-announce-strategic-partnership-to-revolutionize-engineering-and-design) Luminary Cloud ### NVIDIA Announces Omniverse Real-Time Physics Digital Twins With Industry Software Leaders The NVIDIA Blueprint for interactive virtual wind tunnels enables unprecedented CAE exploration for Altair, Ansys, Cadence, Siemens, and more. [Read Press Release](https://nvidianews.nvidia.com/news/nvidia-announces-omniverse-real-time-physics-digital-twins-with-industry-software-leaders) Boom Supersonic ### NVIDIA Blackwell Accelerates Computer-Aided Engineering Software Ecosystem Leading software providers, including Ansys, Altair, Cadence, Siemens, and Synopsys, adopt NVIDIA Blackwell. [Read Press Release](https://nvidianews.nvidia.com/news/nvidia-blackwell-accelerates-computer-aided-engineering-software-by-orders-of-magnitude-for-real-time-digital-twins) ### NVIDIA Expands Omniverse With Generative Physical AI New models, including Cosmos™ world foundation models and Omniverse Mega Factory and Robotic Digital Twin Blueprint, lay the foundation for industrial AI. [Read Press Release](https://nvidianews.nvidia.com/news/nvidia-expands-omniverse-with-generative-physical-ai) ### Accelerating Industrial Engineering: From Product Design to Manufacturing in the AI Supercomputing Era Learn how CUDA-accelerated platforms, AI physics, DGX and cloud-scale AI infrastructure, and NVIDIA Omniverse are reshaping workflows across computer-aided engineering and semiconductor design and manufacturing. [Watch Video](https://www.nvidia.com/en-us/on-demand/session/gtc26-s82017/) ### Creating Real-Time Computer-Aided Engineering Digital Twins With NVIDIA Omniverse Blueprints Watch how Luminary Cloud instantiated the Omniverse Blueprint for Real-Time Computer-Aided Engineering Digital Twins to realize a real-time virtual wind tunnel. [Watch Video](https://www.youtube.com/watch?v=RIxrN7yedyQ) ### Accelerating Science and Engineering With NVIDIA CUDA-X Libraries Discover how CUDA-X empowers developers, researchers, and engineers to drive scientific discovery, transform AI, and redefine computation to make real-time digital twins truly possible. [Watch Demo](https://www.youtube.com/watch?v=CyP0SutKhzw) Next Steps ### Stay up to date on the latest engineering simulation news from NVIDIA. [Subscribe](#stay-informed) ### Omniverse Blueprint for Real-Time Computer-Aided Engineering Digital Twins Discover a new reference application framework that accelerates workflows for CAE software providers. [Download Blueprint](https://github.com/NVIDIA-Omniverse-Blueprints/digital-twins-for-fluid-simulation) Luminary Cloud ### NVIDIA Announces Omniverse Real-Time Physics Digital Twins With Industry Software Leaders The NVIDIA Blueprint for interactive virtual wind tunnels enables unprecedented CAE exploration for Altair, Ansys, Cadence, Siemens, and more. [Read Press Release](https://nvidianews.nvidia.com/news/nvidia-announces-omniverse-real-time-physics-digital-twins-with-industry-software-leaders) Boom Supersonic ### NVIDIA Blackwell Accelerates Computer-Aided Engineering Software Ecosystem Leading software providers, including Ansys, Altair, Cadence, Siemens, and Synopsys, adopt NVIDIA Blackwell. Read Press Release ### NVIDIA and Synopsys Announce Strategic Partnership The expanded partnership will bring together NVIDIA AI and accelerated computing with Synopsys’ engineering solutions to revolutionize engineering and design. [Read Press Release](https://nvidianews.nvidia.com/news/nvidia-and-synopsys-announce-strategic-partnership-to-revolutionize-engineering-and-design)