Yanjia Wang

From Cheap Geometry to Expensive Physics: Elevating Neural Operators via Latent Shape Pretraining

Industrial design evaluation often relies on high-fidelity simulations of governing partial differential equations (PDEs). While accurate, these simulations are computationally expensive, making dense exploration of design spaces impractical. Operator learning has emerged as a promising approach to…