Learning from Imperfect Data: Robust Inference of Dynamic Systems using Simulation-based Generative Model

Hyunwoo Cho, Hyeontae Jo, Hyung Ju Hwang

System inference for nonlinear dynamic models, represented by ordinary differential equations (ODEs), remains a significant challenge in many fields, particularly when the data are…