Fetching the paper…
Reading the bibliography…
Still under debate is the question of whether machine learning is capable of going beyond black-box modeling for complex physical systems.
T. Vicsek, A. Czirók, E. Ben-Jacob, I. Cohen, and O. Shochet, Phys. Rev. Lett. 75
1995
Earlier work this paper cites.
H. Chaté, F. Ginelli, G. Grégoire, and F. Raynaud, Phys. Rev. E 77
2008
Earlier work this paper cites.
T. Vicsek and A. Zafeiris, Physics Reports 517
2012
Earlier work this paper cites.
A. P. Solon and J. Tailleur, Phys. Rev. Lett. 111
2013
Earlier work this paper cites.
K. Simonyan, A. Vedaldi, and A. Zisserman, arXiv:1312.6034 (2013)
2013
Earlier work this paper cites.
P. Mehta and D. J. Schwab, arXiv:1410.3831 (2014)
2014
Earlier work this paper cites.
A. P. Solon, H. Chaté, and J. Tailleur, Phys. Rev. Lett. 114
2015
Earlier work this paper cites.
A. P. Solon and J. Tailleur, Phys. Rev. E 92
2015
Earlier work this paper cites.
M. Abadi, A. Agarwal, P. Barham, E. Brevdo, Z. Chen, C. Citro, G. S. Corrado, A. Davis, J. Dean, M. Devin, S. Ghemawat, I. Goodfellow, A. Harp, G. Irving, M. Isard, Y. Jia, R. Jozefowicz, L. Kaiser, M. Kudlur, J. Levenberg, D. Mané, R. Monga, S. Moore, D. Murray, C. Olah, M. Schuster, J. Shlens, B. Steiner, I. Sutskever, K. Talwar, P. Tucker, V. Vanhoucke, V. Vasudevan, F. Viégas, O. Vinyals, P. Warden, M. Wattenberg, M. Wicke, Y. Yu, and X. Zheng, “TensorFlow: Large-scale machine learning on heterogeneous systems,” (2015), software available from tensorflow.org
2015
Earlier work this paper cites.
F. Chollet et al. , “Keras,” https://keras.io (2015)
2015
Earlier work this paper cites.
L. Wang, Phys. Rev. B 94
2016
Earlier work this paper cites.
I. Goodfellow, Y. Bengio, A. Courville, and Y. Bengio, Deep learning (MIT press Cambridge, 2016)
2016
Earlier work this paper cites.
J. Carrasquilla and R. G. Melko, Nature Physics 13
2017
Earlier work this paper cites.
E. P. L. van Nieuwenburg, Y.-H. Liu, and S. D. Huber, Nature Physics 13
2017
Earlier work this paper cites.
K. Ch’ng, J. Carrasquilla, R. G. Melko, and E. Khatami, Phys. Rev. X 7
2017
Cited alongside, same era.
S. J. Wetzel and M. Scherzer, Phys. Rev. B 96
2017
Cited alongside, same era.
W. Hu, R. R. P. Singh, and R. T. Scalettar, Phys. Rev. E 95
2017
Cited alongside, same era.
S. J. Wetzel, Phys. Rev. E 96
2017
Cited alongside, same era.
G. Carleo and M. Troyer, Science 355
2017
Cited alongside, same era.
Y. Huang and J. E. Moore, arXiv preprint arXiv:1701.06246 (2017)
2017
Cited alongside, same era.
D.-L. Deng, X. Li, and S. Das Sarma, Phys. Rev. X 7
J. Venderley, V. Khemani, and E.-A. Kim, Phys. Rev. Lett. 120
2018
Closest in time.
E. van Nieuwenburg, E. Bairey, and G. Refael, Phys. Rev. B 98
2018
Closest in time.
K. Ch’ng, N. Vazquez, and E. Khatami, Phys. Rev. E 97
2018
Closest in time.
K. Mills and I. Tamblyn, Phys. Rev. E 97
2018
Closest in time.
D. Kim and D.-H. Kim, Phys. Rev. E 98
2018
Closest in time.
G. Torlai, G. Mazzola, J. Carrasquilla, M. Troyer, R. Melko, and G. Carleo, Nature Physics 14
2018
Closest in time.
G. Torlai and R. G. Melko, Phys. Rev. Lett. 120
2018
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2017
Cited alongside, same era.
L. Huang and L. Wang, Phys. Rev. B 95
2017
Cited alongside, same era.
L. Wang, Phys. Rev. E 96
2017
Cited alongside, same era.
P. Ponte and R. G. Melko, Phys. Rev. B 96
2017
Cited alongside, same era.
Y.-H. Liu and E. P. L. van Nieuwenburg, Phys. Rev. Lett. 120
2018
Cited alongside, same era.
P. Zhang, H. Shen, and H. Zhai, Phys. Rev. Lett. 120
2018
Cited alongside, same era.
Closest in time.
M. Koch-Janusz and Z. Ringel, Nature Physics 14
2018
Closest in time.
J. Chen, S. Cheng, H. Xie, L. Wang, and T. Xiang, Phys. Rev. B 97
2018
Closest in time.
S. Iso, S. Shiba, and S. Yokoo, Phys. Rev. E 97
2018
Closest in time.
S.-H. Li and L. Wang, Phys. Rev. Lett. 121
2018
Closest in time.
J. Greitemann, K. Liu, and L. Pollet, arXiv:1804.08557 (2018)
2018
Closest in time.
L. McInnes and J. Healy, arXiv:1802.03426 (2018)
2018
Closest in time.
L. McInnes, J. Healy, N. Saul, and L. Großberger, The Journal of Open Source Software 3
2018
Closest in time.