Preserving gauge invariance in neural networks

T.S. Cohen, M. Weiler, B. Kicanaoglu, M. Welling, Gauge Equivariant Convolutional Networks and the Icosahedral CNN , in Proceedings of the 36th International Conference on Machine Learning (JMLR, 2019), Vol. 97, pp. 1321–1330, 1902.04615

1902

Earlier work this paper cites.

K.G. Wilson, Phys. Rev. D 10

1974

Earlier work this paper cites.

K.G. Wilson, Monte-Carlo calculations for the lattice gauge theory , in Recent Developments in Gauge Theories. Proceedings, Nato Advanced Study Institute, Cargese, France, August 26 - September 8, 1979 , edited by G. ’t Hooft, C. Itzykson, A. Jaffe, H. Lehmann, P. Mitter, I. Singer, R. Stora (1980), Vol. 59, pp. 363–402

1980

Earlier work this paper cites.

S. Blücher, L. Kades, J.M. Pawlowski, N. Strodthoff, J.M. Urban, Phys. Rev. D 101

2003

Earlier work this paper cites.

G. Kanwar, M.S. Albergo, D. Boyda, K. Cranmer, D.C. Hackett, S. Racanière, D.J. Rezende, P.E. Shanahan, Phys. Rev. Lett. 125

2003

Earlier work this paper cites.

D. Bachtis, G. Aarts, B. Lucini, Phys. Rev. E 102

2007

Earlier work this paper cites.

D. Boyda, G. Kanwar, S. Racanière, D.J. Rezende, M.S. Albergo, K. Cranmer, D.C. Hackett, P.E. Shanahan, Phys. Rev. D 103

2008

Earlier work this paper cites.

D.L. Boyda, M.N. Chernodub, N.V. Gerasimeniuk, V.A. Goy, S.D. Liubimov, A.V. Molochkov, Phys. Rev. D 103

2009

Cited alongside, same era.

M. Favoni, A. Ipp, D.I. Müller, D. Schuh (2020), 2012.12901

2012

Cited alongside, same era.

T.S. Cohen, M. Welling, Group Equivariant Convolutional Networks , in Proceedings of The 33rd International Conference on Machine Learning (JMLR, 2016), Vol. 48, pp. 2990–2999, 1602.07576

2016

Cited alongside, same era.

Z. Lu, H. Pu, F. Wang, Z. Hu, L. Wang (2017), 1709.02540

2017

Cited alongside, same era.

P. Mehta, M. Bukov, C.H. Wang, A.G. Day, C. Richardson, C.K. Fisher, D.J. Schwab, Physics Reports 810

2019

Cited alongside, same era.

K. Zhou, G. Endrődi, L.G. Pang, H. Stöcker, Phys. Rev. D 100

M.M. Bronstein, J. Bruna, T. Cohen, P. Veličković (2021), 2104.13478

2021

Closest in time.

J.E. Gerken, J. Aronsson, O. Carlsson, H. Linander, F. Ohlsson, C. Petersson, D. Persson (2021), 2105.13926

2021

Closest in time.

S. Bulusu, M. Favoni, A. Ipp, D.I. Müller, D. Schuh, Phys. Rev. D 104

2021

Closest in time.

D. Bachtis, G. Aarts, B. Lucini, Phys. Rev. D 103

2021

Closest in time.

P. de Haan, C. Rainone, M. Cheng, R. Bondesan (2021), 2110.02673

2021

Closest in time.

M.S. Albergo, D. Boyda, D.C. Hackett, G. Kanwar, K. Cranmer, S. Racanière, D.J. Rezende, P.E. Shanahan (2021), 2101.08176

2021

Closest in time.