Bofang Jiang

PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark

Despite extensive research, recovering PDE expressions from experimental observations often involves symbolic regression. This method generally lacks the incorporation of meaningful physical insights, resulting in outcomes lacking clear physical interpretations. Recognizing that the primary interest…