Quanscient MultiphysicsAI for PMUT design

Juha Riippi; Alexandre Halbach; Valtteri Lahtinen; Asser Lähdemäki; Andrew Tweedie
Key takeaways - Quanscient Allsolve MultiphysicsAI integrates high-performance multiphysics simulation with AI to accelerate inverse design. - Thousands of simulations and a highly accurate surrogate enable near-instant exploration of design trade-offs. - Engineers gain clear visibility into feasible performance boundaries and maintain full control over design choices. - AI-generated results are verified through Allsolve simulations, ensuring confidence and physical fidelity. - Multi-objective..