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Brian M. de Silva
Brian M. de Silva
Applied Scientist, Amazon
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
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
2742020
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
1882021
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
1132021
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
1112020
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
202021
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
102023
Prediction of foreign box office revenues based on wikipedia page activity
B de Silva, R Compton
arXiv preprint arXiv:1405.5924, 2014
92014
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
72004
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
22014
Data-driven discovery and model reduction of complex systems
BM de Silva
12020
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
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Articles 1–15