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Dynamic Mode Decomposition with Control., , и . SIAM J. Applied Dynamical Systems, 15 (1): 142-161 (2016)Deep Model Predictive Control with Online Learning for Complex Physical Systems., , , , и . CoRR, (2019)Randomized methods to characterize large-scale vortical flow network., , , , и . CoRR, (2019)Smoothing and parameter estimation by soft-adherence to governing equations., , и . J. Comput. Phys., (2019)Machine Learning for Fluid Mechanics, , и . Annual Review of Fluid Mechanics, (января 2020)On dynamic mode decomposition: Theory and applications, , , , и . Journal of Computational Dynamics, 1 (2): 391--421 (2014)A Unified Sparse Optimization Framework to Learn Parsimonious Physics-Informed Models From Data., , , , и . IEEE Access, (2020)Sparse Principal Component Analysis via Variable Projection., , , , , и . SIAM J. Appl. Math., 80 (2): 977-1002 (2020)Discovering governing equations from data by sparse identification of nonlinear dynamical systems, , и . Proceedings of the National Academy of Sciences, 113 (15): 3932-3937 (2016)Deep learning for universal linear embeddings of nonlinear dynamics., , и . CoRR, (2017)