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Rui Xu
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Discovering symbolic models from deep learning with inductive biases
M Cranmer, A Sanchez Gonzalez, P Battaglia, R Xu, K Cranmer, ...
Advances in neural information processing systems 33, 17429-17442, 2020
4522020
Learning symbolic physics with graph networks
MD Cranmer, R Xu, P Battaglia, S Ho
arXiv preprint arXiv:1909.05862, 2019
722019
Electron acceleration in one-dimensional nonrelativistic quasi-perpendicular collisionless shocks
R Xu, A Spitkovsky, D Caprioli
The Astrophysical Journal Letters 897 (2), L41, 2020
532020
Turbulent-diffusion mediated CO depletion in weakly turbulent protoplanetary disks
R Xu, XN Bai, K Öberg
The Astrophysical Journal 835 (2), 162, 2017
362017
On the grain-modified magnetic diffusivities in protoplanetary disks
R Xu, XN Bai
The Astrophysical Journal 819 (1), 68, 2016
342016
Discovering symbolic models from deep learning with inductive biases (2020)
M Cranmer, A Sanchez-Gonzalez, P Battaglia, R Xu, K Cranmer, ...
arXiv preprint arXiv:2006.11287, 2006
132006
Chemical network reduction in protoplanetary disks
R Xu, XN Bai, K Öberg, H Zhang
The Astrophysical Journal 872 (1), 107, 2019
112019
Linear Vlasov theory of a magnetised, thermally stratified atmosphere
R Xu, MW Kunz
Journal of Plasma Physics 82 (5), 905820507, 2016
102016
Learning Symbolic Physics with Graph Networks. arXiv 2019
MD Cranmer, R Xu, P Battaglia, S Ho
arXiv preprint arXiv:1909.05862, 1909
91909
Discovering symbolic models from deep learning with inductive biases. arXiv e-prints, art
M Cranmer, A Sanchez-Gonzalez, P Battaglia, R Xu, K Cranmer, ...
arXiv preprint arXiv:2006.11287, 2020
72020
Discovering symbolic models from deep learning with inductive biases. arXiv 2020
M Cranmer, A Sanchez-Gonzalez, P Battaglia, R Xu, K Cranmer, ...
arXiv preprint arXiv:2006.11287, 2006
52006
Electron heating and acceleration in nonrelativistic shocks
A Spitkovsky, R Xu, V Tsiolis
AAS/High Energy Astrophysics Division 17, 107.10, 2019
12019
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Articles 1–12