Brian de Silva

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 7

Top Topics

Text Classification

Semantic Matching

Dynamical Model

Top Venues

J. Open Source Softw.

Mach. Learn. Sci. Technol.

Publications

Brian de Silva, Kuan-Wen Huang, Gwang Lee, Karen Hovsepian, Yan Xu, Mingwei Shen
Semantic matching for text classification with complex class descriptions. EMNLP (2023)
Moritz Hoffmann, Martin Scherer, Tim Hempel, Andreas Mardt, Brian de Silva, Brooke E. Husic, Stefan Klus, Hao Wu, J. Nathan Kutz, Steven L. Brunton, Frank Noé
Deeptime: a Python library for machine learning dynamical models from time series data. Mach. Learn. Sci. Technol. 3 (1) (2022)
Alan A. Kaptanoglu, Brian de Silva, Urban Fasel, Kadierdan Kaheman, Andy Goldschmidt, Jared Callaham, Charles B. Delahunt, Zachary Nicolaou, Kathleen P. Champion, Jean-Christophe Loiseau, J. Kutz, Steven L. Brunton
PySINDy: A comprehensive Python package for robust sparse system identification. J. Open Source Softw. 7 (69) (2022)
Moritz Hoffmann, Martin Scherer, Tim Hempel, Andreas Mardt, Brian de Silva, Brooke E. Husic, Stefan Klus, Hao Wu, J. Nathan Kutz, Steven L. Brunton, Frank Noé
Deeptime: a Python library for machine learning dynamical models from time series data. CoRR (2021)
Brian de Silva, Kathleen P. Champion, Markus Quade, Jean-Christophe Loiseau, J. Nathan Kutz, Steven L. Brunton
PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data. J. Open Source Softw. 5 (49) (2020)
Brian de Silva, David M. Higdon, Steven L. Brunton, J. Nathan Kutz
Discovery of Physics From Data: Universal Laws and Discrepancies. Frontiers Artif. Intell. 3 (2020)
Brian de Silva, David M. Higdon, Steven L. Brunton, J. Nathan Kutz
Discovery of Physics from Data: Universal Laws and Discrepancy Models. CoRR (2019)
Brian de Silva, Ryan Compton
Prediction of Foreign Box Office Revenues Based on Wikipedia Page Activity. CoRR (2014)