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Sparse Principal Component Analysis via Variable Projection., , , , , and . SIAM J. Appl. Math., 80 (2): 977-1002 (2020)A Unified Sparse Optimization Framework to Learn Parsimonious Physics-Informed Models From Data., , , , and . IEEE Access, (2020)On dynamic mode decomposition: Theory and applications, , , , and . Journal of Computational Dynamics, 1 (2): 391--421 (2014)Discovering governing equations from data by sparse identification of nonlinear dynamical systems, , and . Proceedings of the National Academy of Sciences, 113 (15): 3932-3937 (2016)Randomized methods to characterize large-scale vortical flow network., , , , and . CoRR, (2019)Optimal Sensor and Actuator Placement using Balanced Model Reduction., , and . CoRR, (2018)Smoothing and parameter estimation by soft-adherence to governing equations., , and . J. Comput. Phys., (2019)Dynamic Mode Decomposition with Control., , and . SIAM J. Applied Dynamical Systems, 15 (1): 142-161 (2016)Deep Learning and Model Predictive Control for Self-Tuning Mode-Locked Lasers., , and . CoRR, (2017)Sparse Principal Component Analysis via Variable Projection., , , , , and . CoRR, (2018)