111 citations · 789 across the 37 of their papers we have counts for
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hep-lat2020★ 10 cited
Topological defects and confinement with machine learning: the case of monopoles in compact electrodynamics
M. N. Chernodub, Harold Erbin, V. A. Goy +1
We investigate the advantages of machine learning techniques to recognize the dynamics of topological objects in quantum field theories. We consider the compact U(1) gauge theory i…
hep-lat2019★ 7 cited
Casimir effect with machine learning
M. N. Chernodub, Harold Erbin, I. V. Grishmanovskii +2
Vacuum fluctuations of quantum fields between physical objects depend on the shapes, positions, and internal composition of the latter. For objects of arbitrary shapes, even made f…