Namwoo Kang

PhysicsBench: A Unified Leaderboard for Generative and Predictive Models in Engineering Design and Simulation

Generative and predictive artificial intelligence models are increasingly used to generate geometry and to predict physical fields and scalar quantities in engineering design and simulation. Yet these models are typically evaluated in isolation, on academic datasets at unconstrained scales, with inconsistent metrics an...