ResearchBenchmarksDynamics prediction on DNLS with heterogeneous node dynamics (train)Dynamics prediction on DNLS with heterogeneous node dynamics (train)Follow1.05Train LossG-SympNet0.81522.40013.9855.5699Apr 26, 2026Evaluation resultsMethodMethodLinksTrain LossG-SympNet2026.041.05NSSNN2026.041.74HNN2026.041.93HGIN2026.042.76MLP2026.043.26α-SGHN2026.045.58LA-SympNet2026.046.92