Discovering governing equation from data for multi-stable energy harvester under white noise

Discovering governing equations from data by sparse identification of nonlinear dynamical systems

Steven L. Brunton, Joshua L. Proctor, J. Nathan Kutz · Proceedings of the National Academy of Sciences · 2016 · 4.5K citations · Full text

Natural Sciences, Computer Science, Physics +17

Data based identification and prediction of nonlinear and complex dynamical systems

Physics Reports · 2016 · 291 citations · Full text

Natural Sciences, Mathematics, Systems Engineering +12

Data-driven approximation of the Koopman generator: Model reduction, system identification, and control

Stefan Klus, Feliks Nüske, Sebastian Peitz et al. · Physica D Nonlinear Phenomena · 2020 · 262 citations · Full text

Engineering, Computer Science, Systems Engineering +16

Transduction of a bistable inductive generator driven by white and exponentially correlated Gaussian noise

Mohammed F. Daqaq · Journal of Sound and Vibration · 2010 · 261 citations

Engineering, Electrical Engineering, Circuit Theory +7

Sparse learning of stochastic dynamical equations

The Journal of Chemical Physics · 2018 · 219 citations · Full text

Natural Sciences, Computer Science, Mathematics +14