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hep-lat2019
Classifying topological sector via machine learning
Masakiyo Kitazawa, Takuya Matsumoto, Yasuhiro Kohno
We employ a machine learning technique for an estimate of the topological charge of gauge configurations in SU(3) Yang-Mills theory in vacuum. As a first trial, we feed the fou…
hep-lat2019★ 1 cited
Classifying Topological Charge in SU(3) Yang-Mills Theory with Machine Learning
Takuya Matsumoto, Masakiyo Kitazawa, Yasuhiro Kohno
We apply a machine learning technique for identifying the topological charge of quantum gauge configurations in four-dimensional SU(3) Yang-Mills theory. The topological charge den…