Brian M. de Silva

PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data

Brian M. de Silva, Kathleen Champion, Markus Quade et al. · The Journal of Open Source Software · 2020 · 216 citations · Full text

Nonlinear System Identification, Sparse Identification, Parameter Identification +11

PySINDy: A comprehensive Python package for robust sparse system identification

Alan A. Kaptanoglu, Brian M. de Silva, Urban Fasel et al. · The Journal of Open Source Software · 2022 · 168 citations · Full text

Engineering, Machine Learning, Computational Mechanics +19

PySINDy: A Python package for the Sparse Identification of Nonlinear Dynamics from Data

Brian M. de Silva, Kathleen Champion, Markus Quade et al. · arXiv (Cornell University) · 2020 · 34 citations · Full text

Engineering, Nonlinear System Identification, Parameter Identification +17

PySensors: A Python package for sparse sensor placement

Brian M. de Silva, Krithika Manohar, Emily Clark et al. · The Journal of Open Source Software · 2021 · 21 citations · Full text

Physics-informed machine learning for sensor fault detection with flight\n test data

Brian M. de Silva, Jared Callaham, Jonathan Jonker et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text