Casimir effect with machine learning. - Maxim N. Chernodub; Harold Erbin; I. V. Grishmanovskii; V. A. Goy; A. V. Molochkov (CoRR, 2019)

Topological defects and confinement with machine learning: the case of monopoles in compact electrodynamics. - Maxim N. Chernodub; Harold Erbin; V. A. Goy; A. V. Molochkov (CoRR, 2020)

Machine-learning physics from unphysics: Finding deconfinement temperature in lattice Yang-Mills theories from outside the scaling window. - D. L. Boyda; Maxim N. Chernodub; N. V. Gerasimeniuk; V. A. Goy; S. D. Liubimov; A. V. Molochkov (CoRR, 2020)