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2020 – today
- 2024
[j6]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): 5881 (2024)- 2023
- [c1]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: 7654-7680 - [i7]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 abs/2306.12962 (2023) - 2022
- [j5]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. Nathan Kutz, Steven L. Brunton:
PySINDy: A comprehensive Python package for robust sparse system identification. J. Open Source Softw. 7(69): 3994 (2022) - [j4]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): 15009 (2022) - 2021
- [j3]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): 2828 (2021) - [i6]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 abs/2102.13476 (2021) - [i5]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 abs/2110.15013 (2021) - [i4]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 abs/2111.08481 (2021) - 2020
- [j2]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: 25 (2020) - [j1]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): 2104 (2020) - [i3]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 abs/2006.13380 (2020)
2010 – 2019
- 2019
- [i2]Brian de Silva, David M. Higdon, Steven L. Brunton, J. Nathan Kutz:
Discovery of Physics from Data: Universal Laws and Discrepancy Models. CoRR abs/1906.07906 (2019) - 2014
- [i1]Brian de Silva, Ryan Compton:
Prediction of Foreign Box Office Revenues Based on Wikipedia Page Activity. CoRR abs/1405.5924 (2014)
Coauthor Index
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