Deep Koopman operator framework for causal discovery in nonlinear dynamical systems. - Juan Nathaniel; Carla Roesch; Jatan Buch; Derek DeSantis; Adam Rupe; Kara Lamb; Pierre Gentine (CoRR, 2025)

CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models. - Benjamin Herdeanu; Juan Nathaniel; Carla Roesch; Jatan Buch; Gregor N. Ramien; Johannes Haux; Pierre Gentine (CoRR, 2025)