Zhen-Yu Kong

GeoPIPN: A Novel Geometry-Aware Deep Learning PDE Solver for Faster Thermal Quality Control on Unseen Geometries

This presentation proposes Geometry and Physics Informed PointNet (GeoPIPN), a novel deep learning-based Partial Differential Equation (PDE) solver tailored for quality control and reliability engineering by rapidly solving PDEs across unseen geometries without further training. PDEs model physical processes like therm...