SIMULATION

ARTICLES

Error Bars Bring Measurable Confidence to Large Physics Models

Luminary adds calibrated uncertainty estimates to Physics AI predictions without retraining the underlying model.

AI and Cloud Computing Accelerate Multiphysics Simulation

SimScale combines agentic workflows, Physics AI, and cloud computing to automate CAE tasks and explore hundreds of engineering design variants in parallel.

Simulation Pushes Emerging Aerospace Designs Toward Flight

Aerospace startups and student teams use virtual engineering to refine VTOL aircraft, solar sails, and nanosatellites while reducing physical prototypes.

Digital Mission Engineering Gives AI the Context to Prove Itself

Ansys argues that realistic virtual environments, representative data, and continuous validation are essential for deploying trustworthy AI in complex missions.

Physics AI Brings Aerodynamic Feedback Into the Design Studio

Luminary’s virtual wind tunnel gives automotive designers aerodynamic predictions in seconds while routing unfamiliar geometries to high-fidelity CFD.

Haptic Steering Wheel Lets Drivers Negotiate with Automation

University of Michigan researchers use inflatable controls to create two-way communication between drivers and automated vehicle systems.

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