6 citations · 6 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2024
Lagrangian Drifter Path Identification and Prediction: SINDy vs Neural ODE
Cihan Bayindir, Fatih Ozaydin, Azmi Ali Altintas +2
In this study, we investigate the performance of the sparse identification of nonlinear dynamics (SINDy) algorithm and the neural ordinary differential equations (ODEs) in identifi…
physics.comp-ph2016★ 6 cited
Compressive Spectral Renormalization Method
Cihan Bayindir
In this paper a novel numerical scheme for finding the sparse self-localized states of a nonlinear system of equations with missing spectral data is introduced. As in the Petviashi…