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cs.LG2026
CausationEntropy: Pythonic Optimal Causation Entropy
Kevin Slote, Jeremie Fish, Erik Bollt
Optimal Causation Entropy (oCSE) is a robust causal network modeling technique that reveals causal networks from dynamical systems and coupled oscillators, distinguishing direct fr…
cs.LG2022★ 4 cited
Learning Transfer Operators by Kernel Density Estimation
Sudam Surasinghe, Jeremie Fish, Erik M. Bollt
Inference of transfer operators from data is often formulated as a classical problem that hinges on the Ulam method. The conventional description, known as the Ulam-Galerkin method…