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Alexander Shapeev — most-cited papers & profile · AI for Science
← authors
·
overview
Alexander Shapeev
8
papers ·
28
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Thermophysical Properties of Molten FLiNaK: a Moment Tensor Potential Approach
2024 · 17 citations
Accurate melting point prediction through autonomous physics-informed learning
2023 · 9 citations
Equivariant Tensor Network Potentials
2023 · 2 citations
Integrating moment tensor potentials with finite-element modeling for heat transfer prediction in FLiBe-based molten salt systems
2026
Active learning and explicit electrostatics enable accurate modeling of electrolytes
2025
Machine-learning potentials enable predictive $\textitand$ tractable high-throughput screening of random alloys
2021
A moment tensor potential for lattice thermal conductivity calculations of alpha and beta phases of Ga2O3
2024
Accelerating global search of adsorbate molecule position using machine-learning interatomic potentials with active learning
2024
Top co-authors
Nikita Rybin
· 3
Dmitrii Maksimov
· 2
Max Hodapp
· 2
Olga Klimanova
· 2
Alexander Galashev
· 1
Andrey Goryachikh
· 1
Andrey Isakov
· 1
Dmitry Korogod
· 1
Farit Valiev
· 1
Ksenia Abramova
· 1
Mikhail Polovinkin
· 1
Mikhail Polovinkin
· 1
Topics
Materials
Chemistry
Physics ML
cond-mat.mtrl-sci
physics.comp-ph