ResearchBenchmarksSingle frame P2P prediction on Breakup propagation (test)Single frame P2P prediction on Breakup propagation (test)Follow0.0197RMSEPINO0.0084440.0844220.16040.236378Nov 11, 2025Evaluation resultsMethodMethodLinksRMSEPINOTraining Epochs=1000,...Training Epochs=1000, Training Budget (Parameters)=10^7, Mesh Resolution=Fixed2025.110.0197FNOTraining Epochs=1000,...Training Epochs=1000, Training Budget (Parameters)=10^7, Mesh Resolution=Fixed2025.110.0514PINNTraining Epochs=1000,...Training Epochs=1000, Training Budget (Parameters)=10^7, Mesh Resolution=Fixed2025.110.3011