ResearchBenchmarksMulti-Parameter Extraction on Lotka-Volterra simulation chartsMulti-Parameter Extraction on Lotka-Volterra simulation chartsFollow0.048RMSE (Theta Parameter)EMMA-0.202081.485963.1744.86204May 21, 2026Evaluation resultsMethodMethodLinksRMSE (Theta Parameter)RMSE (X State Variable)EMMADynamics=ExplicitDynamics=Explicit2026.050.0480.03EMMADynamics=ImplicitDynamics=Implicit2026.050.0540.03PySINDyDynamics=ExplicitDynamics=Explicit2026.050.0540.05PySINDyDynamics=ImplicitDynamics=Implicit2026.056.312.7