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 | 475 | 2020 |
Learning symbolic physics with graph networks MD Cranmer, R Xu, P Battaglia, S Ho arXiv preprint arXiv:1909.05862, 2019 | 72 | 2019 |
Electron acceleration in one-dimensional nonrelativistic quasi-perpendicular collisionless shocks R Xu, A Spitkovsky, D Caprioli The Astrophysical Journal Letters 897 (2), L41, 2020 | 54 | 2020 |
Turbulent-diffusion mediated CO depletion in weakly turbulent protoplanetary disks R Xu, XN Bai, K Öberg The Astrophysical Journal 835 (2), 162, 2017 | 36 | 2017 |
On the grain-modified magnetic diffusivities in protoplanetary disks R Xu, XN Bai The Astrophysical Journal 819 (1), 68, 2016 | 34 | 2016 |
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 | 13 | 2006 |
Chemical network reduction in protoplanetary disks R Xu, XN Bai, K Öberg, H Zhang The Astrophysical Journal 872 (1), 107, 2019 | 11 | 2019 |
Linear Vlasov theory of a magnetised, thermally stratified atmosphere R Xu, MW Kunz Journal of Plasma Physics 82 (5), 905820507, 2016 | 10 | 2016 |
Learning Symbolic Physics with Graph Networks. arXiv 2019 MD Cranmer, R Xu, P Battaglia, S Ho arXiv preprint arXiv:1909.05862, 1909 | 9 | 1909 |
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 | 7 | 2020 |
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 | 6 | 2006 |
Electron heating and acceleration in nonrelativistic shocks A Spitkovsky, R Xu, V Tsiolis AAS/High Energy Astrophysics Division 17, 107.10, 2019 | 1 | 2019 |