Van der Pol

The 'Van der Pol' dataset is used to evaluate the performance of models in learning residuals of oscillatory systems, specifically highlighting challenges in modeling multiplicative terms.

Papers using Van der Pol (2)

Empirical Stability Analysis of Kolmogorov-Arnold Networks in Hard-Constrained Recurrent Physics-Informed Discovery2026Physics-Informed Solution of The Stationary Fokker-Plank Equation for a Class of Nonlinear Dynamical Systems: An Evaluation Study2023 · 1 cites