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Ivan S. Novikov — most-cited papers & profile · AI for Science
← authors
·
overview
Ivan S. Novikov
4
papers ·
155
citations ·
9
h-index
Skolkovo Institute of Science and Technology · Moscow Institute of Physics and Technology · Institute of Biochemical Physics NM Emanuel
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Most-cited papers
Exploring Phononic Properties of Two-Dimensional Materials using Machine Learning Interatomic Potentials
2020 · 155 citations
Improving accuracy of interatomic potentials: more physics or more data? A case study of silica
2018
Ring Polymer Molecular Dynamics and Active Learning of Moment Tensor Potential for Gas-Phase Barrierless Reactions: Application to S + H2
2019
Towards reliable calculations of thermal rate constants: ring polymer molecular dynamics for the OH + HBr $\to$ Br + H$_2$O reaction
2022
Top co-authors
Alexander V. Shapeev
· 2
Alexander V. Shapeev
· 1
Alexander V. Shapeev and Xiaoying Zhuang
· 1
Bohayra Mortazavi
· 1
Edgar M. Makarov
· 1
Evgeny V. Podryabinkin
· 1
Stephan Roche
· 1
Timon Rabczuk
· 1
Yury V. Suleimanov
· 1
Yury V. Suleimanov
· 1
Topics
Physics ML
Chemistry
Materials