ResearchBenchmarksSolving Partial Differential Equations (PDEs) on Plate & VoidsFollow20,366.5CG Time (s)CG19,348.17519,857.337520,366.520,875.6625Nov 4, 2025Evaluation ResultsMethodMethodLinksCG Time (s)Database Time (s)Training Time (s)Inference Time (s)NOWS Time (s)SpeedupCGResolution=200×200, Sa...Resolution=200×200, Samples=10002025.1120,366.5—————NOWSResolution=200×200, Sa...Resolution=200×200, Samples=10002025.1120,366.5180,335.58,480.28119.92,675.0286.86