Lorentz group equivariant neural network for particle physics A Bogatskiy, B Anderson, J Offermann, M Roussi, D Miller, R Kondor International Conference on Machine Learning, 992-1002, 2020 | 163 | 2020 |
Hankel determinant and orthogonal polynomials for a Gaussian weight with a discontinuity at the edge A Bogatskiy, T Claeys, A Its Communications in Mathematical Physics 347, 127-162, 2016 | 44 | 2016 |
Edge wave and boundary layer of vortex matter A Bogatskiy, P Wiegmann Physical review letters 122 (21), 214505, 2019 | 36 | 2019 |
Symmetry group equivariant architectures for physics A Bogatskiy, S Ganguly, T Kipf, R Kondor, DW Miller, D Murnane, ... arXiv preprint arXiv:2203.06153, 2022 | 30 | 2022 |
A geometric model of growth for cubic crystals: Diamond A Bogatskiy, JE Butler Diamond and Related Materials 53, 58-65, 2015 | 29 | 2015 |
Explainable equivariant neural networks for particle physics: PELICAN A Bogatskiy, T Hoffman, DW Miller, JT Offermann, X Liu Journal of High Energy Physics 2024 (3), 1-66, 2024 | 21 | 2024 |
PELICAN: permutation equivariant and Lorentz invariant or covariant aggregator network for particle physics A Bogatskiy, T Hoffman, DW Miller, JT Offermann arXiv preprint arXiv:2211.00454, 2022 | 21 | 2022 |
Vortex flows on closed surfaces A Bogatskiy Journal of Physics A: Mathematical and Theoretical 52 (47), 475501, 2019 | 12 | 2019 |
Symmetry Group Equivariant Architectures for Physics, In 2022 Snowmass Summer Study (2022) A Bogatskiy arXiv preprint arXiv:2203.06153, 0 | 5 | |
19 Parameters Is All You Need: Tiny Neural Networks for Particle Physics A Bogatskiy, T Hoffman, JT Offermann arXiv preprint arXiv:2310.16121, 2023 | 2 | 2023 |
Equivariant Neural Networks for Particle Physics: PELICAN A Bogatskiy APS April Meeting Abstracts 2023, D04. 003, 2023 | | 2023 |
arXiv: Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning P Shanahan, O Amram, JF Kamenik, A Matevc, A Gandrakota, B Lucini, ... | | 2022 |
Snowmass2021–Letter of Interest A Bogatskiy, DW Miller, JT Offermann, R Kondor | | |