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Taylor Faucett
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Parameterized neural networks for high-energy physics
P Baldi, K Cranmer, T Faucett, P Sadowski, D Whiteson
The European Physical Journal C 76 (5), 1-7, 2016
3552016
Parameterized machine learning for high-energy physics
P Baldi, K Cranmer, T Faucett, P Sadowski, D Whiteson
arXiv preprint arXiv:1601.07913, 2016
522016
Mapping machine-learned physics into a human-readable space
T Faucett, J Thaler, D Whiteson
Physical Review D 103 (3), 036020, 2021
482021
Learning to identify electrons
J Collado, JN Howard, T Faucett, T Tong, P Baldi, D Whiteson
Physical Review D 103 (11), 116028, 2021
262021
Learning to isolate muons
J Collado, K Bauer, E Witkowski, T Faucett, D Whiteson, P Baldi
Journal of High Energy Physics 2021 (10), 1-17, 2021
142021
Learning to identify semi-visible jets
T Faucett, SC Hsu, D Whiteson
Journal of High Energy Physics 2022 (12), 1-26, 2022
102022
Learning to Isolate Muons (2021)
J Collado, K Bauer, E Witkowski, T Faucett, D Whiteson, P Baldi
arXiv preprint arXiv:2102.02278, 0
4
Decoding Black Box Models to Find New Physics at the LHC
TJ Faucett
University of California, Irvine, 2021
2021
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