SINDy

Researchers from the University of Washington evaluated Koopman-based upsampling techniques using dynamic mode decomposition (DMD), extended DMD (EDMD), and optimized DMD to improve sparse identificat…

Researchers compared three machine learning models of raindrop formation and found that the simplest model, a polynomial-based SINDy framework, outperformed more complex neural network approaches. The…