Transolver: A Fast Transformer Solver for PDEs on General Geometries
Wu et al. · ICML 2024 · Transformers
What it does
Groups mesh points into learned physical states (slices) and runs attention among the slices.
Why it matters
Linear cost in the number of points, on any mesh, with strong accuracy on car and airfoil benchmarks.