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04/16/2023
CEBoosting: Online Sparse Identification of Dynamical Systems with Regime Switching by Causation Entropy Boosting
Regime switching is ubiquitous in many complex dynamical systems with mu...
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04/17/2020
Learning Stochastic Closures Using Ensemble Kalman Inversion
Although the governing equations of many systems, when derived from firs...
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11/15/2019
Enforcing Deterministic Constraints on Generative Adversarial Networks for Emulating Physical Systems
Generative adversarial networks (GANs) are initially proposed to generat...
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05/13/2019