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researcher

I. Poltavsky

17 papers hereh-index 174.1k citations43 works total

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

author position
  • first author1
  • middle author15

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph11
  • cond-mat.mtrl-sci3
  • cond-mat.str-el1
  • physics.comp-ph1
  • physics.soc-ph1

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedMachine Learning Force Fields

1.6k citations · 4k across the 16 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

physics.chem-ph2024★ 19 cited

Accurate quantum Monte Carlo forces for machine-learned force fields: Ethanol as a benchmark

Emiel Slootman, Igor Poltavsky, Ravindra Shinde +4

Quantum Monte Carlo (QMC) is a powerful method to calculate accurate energies and forces for molecular systems. In this work, we demonstrate how we can obtain accurate QMC forces f…

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