Pysindy: a python package for the sparse identification of nonlinear dynamics from data BM de Silva, K Champion, M Quade, JC Loiseau, JN Kutz, SL Brunton arXiv preprint arXiv:2004.08424, 2020 | 274 | 2020 |
PySINDy: A comprehensive Python package for robust sparse system identification AA Kaptanoglu, BM de Silva, U Fasel, K Kaheman, AJ Goldschmidt, ... arXiv preprint arXiv:2111.08481, 2021 | 188 | 2021 |
Deeptime: a Python library for machine learning dynamical models from time series data M Hoffmann, M Scherer, T Hempel, A Mardt, B de Silva, BE Husic, S Klus, ... Machine Learning: Science and Technology 3 (1), 015009, 2021 | 113 | 2021 |
Discovery of physics from data: Universal laws and discrepancies BM de Silva, DM Higdon, SL Brunton, JN Kutz Frontiers in artificial intelligence 3, 25, 2020 | 111 | 2020 |
Hybrid learning approach to sensor fault detection with flight test data BM de Silva, J Callaham, J Jonker, N Goebel, J Klemisch, D McDonald, ... AIAA Journal 59 (9), 3490-3503, 2021 | 50* | 2021 |
PySensors: A Python package for sparse sensor placement BM de Silva, K Manohar, E Clark, BW Brunton, SL Brunton, JN Kutz arXiv preprint arXiv:2102.13476, 2021 | 20 | 2021 |
PyKoopman: a python package for data-driven approximation of the Koopman operator S Pan, E Kaiser, BM de Silva, JN Kutz, SL Brunton arXiv preprint arXiv:2306.12962, 2023 | 10 | 2023 |
Prediction of foreign box office revenues based on wikipedia page activity B de Silva, R Compton arXiv preprint arXiv:1405.5924, 2014 | 9 | 2014 |
PySINDy: A python package for the sparse identification of nonlinear dynamics from data (2020) BM de Silva, K Champion, M Quade, JC Loiseau, JN Kutz, SL Brunton arXiv preprint arXiv:2004.08424, 2004 | 7 | 2004 |
Automated Cell Detection and Morphometry on Growth Plate Images of Mouse Bone MG Ascenzi, X Du, JI Harding, EN Beylerian, BM de Silva, BJ Gross, ... Applied mathematics 5 (18), 2866, 2014 | 2 | 2014 |
Data-driven discovery and model reduction of complex systems BM de Silva | 1 | 2020 |
ReScorer: An aggregation and alignment technique for building trust into LLM reasons J Mohta, B de Silva, S Murugesan, D Liu, Y Xu, M Shen CIKM 2024 Workshop on Generative AI for E-commerce, 2024 | | 2024 |
Semantic matching for text classification with complex class descriptions B De Silva, KW Huang, G Lee, K Hovsepian, Y Xu, M Shen Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | | 2023 |
python-sensors 0.3. 5 B de Silva, K Manohar, E Clark | | 2021 |
Verified details B de Silva, K Champion, M Quade, A Kaptanoglu | | |