34 citations · 82 across the 7 of their papers we have counts for
7 papers
Machine Learning algorithms for optimization of magnetocaloric effect in all-d-metal Heusler alloys
Danil Baigutlin, Vladimir Sokolovskiy, Vasiliy Buchelnikov +1
This study examines the application of machine learning algorithms, specifically the Random Forest regression model, to optimize the magnetocaloric effect in all-d-metal Heusler al…
Prediction of a Heusler alloy with switchable metal-to-half-metal behavior
V. D. Buchelnikov, V. V. Sokolovskiy, O. N. Miroshkina +4
We propose a ferromagnetic Heusler alloy that can switch between a metal and a half-metal. Thiseffect can provide tunable spintronics properties. Using the density functional theor…
Electronic structure beyond the generalized gradient approximation for NiMnGa
D. R. Baigutlin, V. V. Sokolovskiy, O. N. Miroshkina +8
The stability of the nonmodulated martensitic phase, the austenitic Fermi surface and the phonon dispersion relations for ferromagnetic NiMnGa are studied using density functio…
Superconducting and Antiferromagnetic Properties of Dual-Phase VGa
Michelle E. Jamer, Brandon Wilfong, Vasiliy D. Buchelnikov +11
The binary compound VGa can exhibit two near-equilibrium phases, consisting of the A15 structure that is superconducting, and the Heusler D0 structure that is semiconductin…
Exchange-correlation corrections for electronic properties of half-metallic CoFeSi and nonmagnetic semiconductor CoFeTiAl
Olga N. Miroshkina, Danil R. Baigutlin, Vladimir V. Sokolovskiy +5
We consider two cobalt-based full-Heusler compounds CoFeTiAl and CoFeSi, for which Coulomb correlation effects play an important role. Since the standard GGA scheme does not pr…
A ternary map of Ni-Mn-Ga Heusler alloys from ab initio calculations
Yu. Sokolovskaya, O. Miroshkina, V. Sokolovskiy +3
In the present work, the aspects of magnetic and structural properties of Ni-Mn-Ga alloys are described in the framework of fist-principles approach and mapped into ternary composi…