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researcher

J. Klepeis

3 papers hereh-index 3111.3k citations66 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci1
  • physics.comp-ph1
  • stat.ML1
same name
  • J. Klepeis — 8 papers, h 19

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedEfficient hyperparameter optimization by way of PAC-Bayes bound minimization

4 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing cond-mat.mtrl-sciShow all

1 paper · 1 filter

cond-mat.mtrl-sci2025

A probabilistic framework for crystal structure denoising, phase classification, and order parameters

Hyuna Kwon, Babak Sadigh, Sebastien Hamel +3

Atomistic simulations generate large volumes of noisy structural data, yet extracting phase labels and continuous order parameters (OPs) in a robust and general manner remains chal…

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