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- W4285759600 abstract "We discuss the prediction of critical behavior of lattice observables in SU(2) and SU(3) gauge theories. We show that feed-forward neural network, trained on the lattice configurations of gauge fields as input data, finds correlations with the target observable, which is also true in the critical region where the neural network has not been trained. We have verified that the neural network constructs a gauge-invariant function and this property does not change over the entire range of the parameter space." @default.
- W4285759600 created "2022-07-19" @default.
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- W4285759600 date "2021-12-14" @default.
- W4285759600 modified "2023-09-27" @default.
- W4285759600 title "Applying machine learning methods to prediction problems of lattice observables" @default.
- W4285759600 doi "https://doi.org/10.48550/arxiv.2112.07865" @default.
- W4285759600 hasPublicationYear "2021" @default.
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