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researcher

Sergey N. Pozdnyakov

16 papers hereh-index 13445 citations27 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author7

Across the 14 of 16 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph9
  • cond-mat.mtrl-sci2
  • stat.ML2
  • cs.CV1
  • cs.LG1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedOn the Completeness of Atomic Structure Representations

200 citations · 384 across the 13 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

physics.chem-ph2024★ 12 cited

Probing the effects of broken symmetries in machine learning

Marcel F. Langer, Sergey N. Pozdnyakov, Michele Ceriotti

Symmetry is one of the most central concepts in physics, and it is no surprise that it has also been widely adopted as an inductive bias for machine-learning models applied to the…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.