Kai Qi

SpiderSolver: A Geometry-Aware Transformer for Solving PDEs on Complex Geometries

Transformers have demonstrated effectiveness in solving partial differential equations (PDEs). However, extending them to solve PDEs on complex geometries remains a challenge. In this work, we propose SpiderSolver, a geometry-aware transformer that introduces spiderweb tokenization for handling comp…