Brian M. de Silva

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Fault Detection

Upper Approximation

Top Venues

J. Open Source Softw.

Publications

Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator. J. Open Source Softw. 9 (96) (2024)
Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator. CoRR (2023)
Alan A. Kaptanoglu, Brian M. de Silva, Urban Fasel, Kadierdan Kaheman, Jared L. Callaham, Charles B. Delahunt, Kathleen P. Champion, Jean-Christophe Loiseau, J. Nathan Kutz, Steven L. Brunton
PySINDy: A comprehensive Python package for robust sparse system identification. CoRR (2021)
Brian M. de Silva, Krithika Manohar, Emily Clark, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton
PySensors: A Python package for sparse sensor placement. J. Open Source Softw. 6 (58) (2021)
Brian M. de Silva, Krithika Manohar, Emily Clark, Bingni W. Brunton, Steven L. Brunton, J. Nathan Kutz
PySensors: A Python Package for Sparse Sensor Placement. CoRR (2021)
Brian M. de Silva, Jared Callaham, Jonathan Jonker, Nicholas Goebel, Jennifer Klemisch, Darren McDonald, Nathan Hicks, J. Nathan Kutz, Steven L. Brunton, Aleksandr Y. Aravkin
Physics-informed machine learning for sensor fault detection with flight test data. CoRR (2020)