Sergey N. Pozdnyakov

Statistics

Publications

Citations

454

H-Index

Active since

2020

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

University of Cambridge

Sergey N. Pozdnyakov is an author at École Polytechnique Fédérale de Lausanne specializing in computational chemistry, natural sciences, and theoretical chemistry.

ORCID

Publications per year

2020–2025

Publications

Incompleteness of Atomic Structure Representations

Sergey N. Pozdnyakov, Michael J. Willatt, Albert P. Bartók et al. · Physical Review Letters · 2020 · 194 citations · Full text

Natural Sciences, Chemistry, Physics +15

Recursive evaluation and iterative contraction of <i>N</i>-body equivariant features

Jigyasa Nigam, Sergey N. Pozdnyakov, Michele Ceriotti · The Journal of Chemical Physics · 2020 · 77 citations · Full text

Computing, Computer Science, Physics +16

Unified theory of atom-centered representations and message-passing machine-learning schemes

Jigyasa Nigam, Sergey N. Pozdnyakov, Guillaume Fraux et al. · arXiv (Cornell University) · 2022 · 42 citations · Full text

Natural Sciences, Chemistry, Physics +14

PET-MAD as a lightweight universal interatomic potential for advanced materials modeling

Arslan Mazitov, Filippo Bigi, Matthias Kellner et al. · Nature Communications · 2025 · 33 citations · Full text

Natural Sciences, Chemistry, Physics +17

Completeness of atomic structure representations

Jigyasa Nigam, Sergey N. Pozdnyakov, Kevin K. Huguenin-Dumittan et al. · APL Machine Learning · 2024 · 26 citations · Full text

Natural Sciences, Chemistry, Physics +17

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