23 citations · 57 across the 8 of their papers we have counts for
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cond-mat.mtrl-sci2026
Mechanical properties of V-4Ti-4Cr alloy from molecular dynamics with a neural-network potential
G. S. Demyanov, D. V. Minakov, S. B. Saltykov +2
Machine-learning interatomic potentials enable large-scale atomistic simulations of vanadium alloys relevant to fusion applications, but reliable training and validation remain cha…
physics.comp-ph2026
A wide-range temperature-dependent deep potential for sodium with near-experimental accuracy from melting to the critical point
G. S. Demyanov, D. V. Minakov, V. B. Fokin +1
We construct temperature-dependent deep potentials for sodium using finite-temperature DFT data obtained with the PBE, AM05, and SCAN exchange-correlation functionals and inve…