Evgeny V. Podryabinkin - Publications, H-index & Citations

Evgeny V. Podryabinkin

skolkovo institute of science & technology

15H指数

35论文数

2.4K被引数

收录论文 13

发表时间

Exhaustive search for novel multicomponent alloys with brute force and machine learning

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-11-22

OAAI

Zinkovich, Viktoriia; Sotskov, Vadim; Shapeev, Alexander; Podryabinkin, Evgeny

MLIP-3: Active learning on atomic environments with moment tensor potentials MLIP-3: 原子环境主动学习矩张量势

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2023-08-28

OAAI

Podryabinkin, Evgeny; Garifullin, Kamil; Shapeev, Alexander; Novikov, Ivan

Nanohardness from First Principles with Active Learning on Atomic Environments

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2022-01-06

PREAI

Podryabinkin, Evgeny, V; Kvashnin, Alexander G.; Asgarpour, Milad; Maslenikov, Igor I.; Ovsyannikov, Danila A.; Sorokin, Pavel B.; Popov, Mikhail Yu; Shapeev, Alexander, V

First-Principles Multiscale Modeling of Mechanical Properties in Graphene/Borophene Heterostructures Empowered by Machine-Learning Interatomic Potentials 通过机器学习原子间势增强的石墨烯/硼烯异质结构中机械性能的第一性原理多尺度建模

ADVANCED MATERIALS

IF26.8

2021-07-23

226

OAAI

Mortazavi, Bohayra; Silani, Mohammad; Podryabinkin, Evgeny, V; Rabczuk, Timon; Zhuang, Xiaoying; Shapeev, Alexander, V

Accelerating first-principles estimation of thermal conductivity by machine-learning interatomic potentials: A MTP/ShengBTE solution 通过机器学习原子间势加速热导率的第一性原理估计: MTP/ShengBTE解决方案

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2021-01-01

151

OAAI

Mortazavi, Bohayra; Podryabinkin, Evgeny, V; Novikov, Ivan S.; Rabczuk, Timon; Zhuang, Xiaoying; Shapeev, Alexander, V

The MLIP package: moment tensor potentials with MPI and active learning MLIP软件包: 具有MPI和主动学习的矩张量势

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2021-01-01

419

OAAI

Novikov, Ivan S.; Gubaev, Konstantin; Podryabinkin, Evgeny, V; Shapeev, Alexander, V

Predicting the propensity for thermally activated β events in metallic glasses via interpretable machine learning

NPJ COMPUTATIONAL MATERIALS

IF11.9

2020-12-15

OAAI

Wang, Qi; Ding, Jun; Zhang, Longfei; Podryabinkin, Evgeny; Shapeev, Alexander; Ma, Evan

Young's Modulus and Tensile Strength of Ti3C2 MXene Nanosheets As Revealed by In Situ TEM Probing, AFM Nanomechanical Mapping, and Theoretical Calculations 通过原位TEM探测，AFM纳米力学映射和理论计算揭示的Ti3C2 MXene纳米片的杨氏模量和拉伸强度

NANO LETTERS

IF9.1

2020-07-07

125

PREAI

Firestein, Konstantin L.; von Treifeldt, Joel E.; Kvashnin, Dmitry G.; Fernando, Joseph F. S.; Zhang, Chao; Kvashnin, Alexander G.; Podryabinkin, Evgeny, V; Shapeev, Alexander, V; Siriwardena, Dumindu P.; Sorokin, Pavel B.; Golberg, Dmitri

Moment tensor potentials as a promising tool to study diffusion processes

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2019-06-01

OAAI

Novoselov, I. I.; Yanilkin, A., V; Shapeev, A., V; Podryabinkin, E., V

Accelerating crystal structure prediction by machine-learning interatomic potentials with active learning

PHYSICAL REVIEW B

IF3.7

2019-02-27

306

OAAI