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R. E. Ryltsev

russian academy of sciences

18H-index
93Paper Count
1.0KCitation Count
Published Papers 34
Publication Date
Accuracy and limitations of machine-learned interatomic potentials for magnetic systems: A case study on Fe-Cr-C
err2025-11-04
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PREAI
errKhazieva, E. O.; Chtchelkatchev, N. M.; Katkov, N. N.; Ryltsev, R. E.
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Machine learning interatomic potentials in biomolecular modeling: principles, architectures, and applications
err2025-08-09
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PREAI
errKobchikova P. P.; Bakirov B. A.; Ryltsev R. E.; Xiao He; Khodov I. A.
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Superior strain gauge sensitivity and elastic anisotropy in TiZrHfTa high entropy alloy
err2025-02-01
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PREAI
errUporov, S. A.; Evdokimov, I. V.; Sidorov, V. A.; Chtchelkatchev, N. M.; Bykov, V. A.; Sterkhov, E. V.; Balyakin, I. A.; Ryltsev, R. E.
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Machine learning assisted design of new ductile high-entropy alloys: Application to Al-Cr-Nb-Ti-V-Zr system
err2024-12-01
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PREAI
errKlimenko, Denis; Stepanov, Nikita; Ryltsev, Roman; Yurchenko, Nikita; Zherebtsov, Sergey
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Transfer learning for accurate description of atomic transport in Al-Cu melts
err2024-11-01
err0
PREAI
errKhazieva, E. O.; Chtchelkatchev, N. M.; Ryltsev, R. E.
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High entropy alloys as strain-sensitive materials
err2024-07-01
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PREAI
errEvdokimov, I. V.; Evdokimov, I., V; Ryltsev, R. E.; Sterkhov, E. V.; Bykov, V. A.; Sidorov, V. A.; Chtchelkatchev, N. M.
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Crystallization kinetics in Cu50Zr42.5Ti7.5 bulk metallic glass
err2024-02-29
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PREAI
errBykov, V. A.; Kulikova, T. V.; Kovalenko, D. A.; Estemirova, S. Kh.; Ryltsev, R. E.
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Machine learning-assisted MD simulation of melting in superheated AlCu validates the Classical Nucleation Theory
err2023-10-01
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PREAI
errTipeev, Azat O.; Ryltsev, Roman E.; Chtchelkatchev, Nikolay M.; Ramprakash, Shiddhartha; Zanotto, Edgar D.
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Local structure, thermodynamics, and melting of boron phosphide at high pressures by deep learning-driven ab initio simulations
err2023-08-08
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errOAAI
errChtchelkatchev, N. M.; Ryltsev, R. E.; Magnitskaya, M. V.; Gorbunov, S. M.; Cherednichenko, K. A.; Solozhenko, V. L.; Brazhkin, V. V.
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First-principles calculations of the viscosity in multicomponent metallic melts: Al-Cu-Ni as a test case
err2023-06-01
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PREAI
errKondratyuk, Nikolay; Ryltsev, Roman; Ankudinov, Vladimir; Chtchelkatchev, Nikolay
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Phase prediction in high-entropy alloys with multi-label artificial neural network
err2022-12-01
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PREAI
errKlimenko, Denis; Stepanov, Nikita; Ryltsev, Roman; Zherebtsov, Sergey
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Structural evolution in TiZrHfNb high-entropy alloy
err2022-03-01
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PREAI
errRyltsev, R. E.; Estemirova, S. Kh.; Gaviko, V. S.; Yagodin, D. A.; Bykov, V. A.; Sterkhov, E. V.; Cherepanova, L. A.; Sipatov, I. S.; Balyakin, I. A.; Uporov, S. A.
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The origin of the structural transition in double-perovskite manganite PrBaMn2O6
err2022-02-01
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PREAI
errSterkhov, Evgenii, V; Chtchelkatchev, Nikolay M.; Mostovshchikova, Elena, V; Ryltsev, Roman E.; Uporov, Sergey A.; Pascut, Gheorghe L.; Fetisov, Andrey, V; Titova, Svetlana G.
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Pressure effects on electronic structure and electrical conductivity of TiZrHfNb high-entropy alloy
err2022-01-01
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PREAI
errUporov, S. A.; Ryltsev, R. E.; Sidorov, V. A.; Estemirova, S. Kh; Sterkhov, E., V; Balyakin, I. A.; Chtchelkatchev, N. M.
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Stable high-entropy TiZrHfNbVCrMoMnFeCoNiAl Laves phase
err2021-03-01
err18
PREAI
errUporov, S. A.; Ryltsev, R. E.; Estemirova, S. Kh.; Sterkhov, E. V.; Chtchelkatchev, N. M.
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Glass-forming ability, structure and magnetocaloric effect in Gd-Sc-Co-Ni-Al bulk metallic glasses
err2021-02-01
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PREAI
errUporov, S. A.; Ryltsev, R. E.; Bykov, V. A.; Uporova, N. S.; Estemirova, S. Kh; Chtchelkatchev, N. M.
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A single-phase ScTiZrHf high-entropy alloy with thermally stable hexagonal close-packed structure
err2020-07-01
err35
PREAI
errUporov, S.; Estemirova, S. Kh; Bykov, V. A.; Zamyatin, D. A.; Ryltsev, R. E.
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