PhysicsAI Geometric Deep Learning
Turn your historical simulation studies into AI-powered physics predictions—operating directly on mesh or CAD to deliver results far faster than running solver simulations for every iteration, by Altair
What is Altair PhysicsAI?
Altair PhysicsAI is an AI-powered CAE technology that learns from your existing simulation data (including older concepts, similar parts, or different programs) to generate fast physics predictions—without being constrained by traditional parametric study limits. Using geometric deep learning, PhysicsAI identifies relationships between shape and performance so engineering teams can evaluate more concepts earlier and move faster with better insight.
Key Features of PhysicsAI
AI-Enhanced Simulation
Physics AI leverages machine learning to reduce simulation runtimes dramatically.
- Train AI models with historical data to generate fast, high-fidelity predictions without running full-scale simulations every time. The AI-driven models go beyond black-box machine learning.
- They incorporate the fundamental laws of physics—ensuring accuracy, consistency, and reliability in every AI-powered prediction.
- Create surrogate models that replace expensive, computationally intense simulations.
Seamless Integration with Altair’s Simulation Ecosystem
Physics AI is built to work effortlessly with Altair HyperWorks, SimLab, and Inspire. Leverage AI-driven physics seamlessly within your existing CAE workflows.
- From fluid dynamics and electromagnetics to structural mechanics and thermal analysis, Altair Physics AI enhances simulations across multiple physics domains—enabling engineers to solve complex problems with unprecedented speed.
AI-Powered Optimization
With AI-driven optimization techniques, engineers can evaluate thousands of design possibilities in real time, identifying the best-performing solutions faster than ever. Altair Physics AI applies advanced multi-objective optimization (MOO) techniques to:
Find the best trade-off solutions between multiple design goals.
Generate Pareto-optimal frontiers, helping engineers visualize and select the best compromise between performance criteria.
Improve decision-making by evaluating multiple constraints in a single optimization run.
Expert PhysicsAI Support and Services from TrueInsight
Get pricing, licensing guidance, and an adoption plan from TrueInsight—so you can turn existing simulation data into faster iteration and better early design decisions.
Learn More About PhysicsAI
Real engineers, real use cases, get the best out of our expertise.
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Frequently Asked Questions
PhysicsAI learns from historical simulation studies and avoids the constraints of parametric studies by operating directly on mesh/CAD and using geometric deep learning.
Altair positions PhysicsAI as operating directly on mesh or CAD models, supporting workflows that use existing CAE simulations.
PhysicsAI includes a confidence score and workflows to assess and validate predictions against solver simulations.
With PhysicsAI you get workflows across multiple physics areas, including CFD, crash, and manufacturing.
Ready to take the next step with PhysicsAI?
Your simulations powered by AI, facilitated with True Insight.