ResearchBenchmarksModel Reconstruction on Lotka VolterraModel Reconstruction on Lotka VolterraFollow0.03Reconstruction MSEEMILY0.02920.03460.040.0454Dec 1, 2025Dec 5, 2025Dec 10, 2025Dec 15, 2025Dec 19, 2025Dec 24, 2025Dec 29, 2025Evaluation resultsMethodMethodLinksReconstruction MSEStd DevEMILY2025.120.03—MERINDA2025.120.03—EMILY2025.120.030.02MERINDA2025.120.030.018PINN+SR2025.120.05—PINN+SR2025.120.050.03