An Empirical Investigation of Neural ODEs and Symbolic Regression for Dynamical Systems

Panayiotis Ioannou, Pietro Liò, Pietro Cicuta

Accurately modelling the dynamics of complex systems and discovering their governing differential equations are critical tasks for accelerating scientific discovery. Using noisy, s…