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researcher

S. Wetzel

14 papers hereh-index 12866 citations16 works total

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

author position
  • sole author3
  • first author4
  • middle author4
  • last author2

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • physics.comp-ph3
  • cond-mat.stat-mech2
  • quant-ph2
  • cond-mat.mes-hall1
  • cond-mat.str-el1
same name
  • S. Wetzel — 6 papers, h 20
  • S. Wetzel — 2 papers, h 2

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
20152026
most citedUnsupervised learning of phase transitions: from principal component analysis to variational autoencoders

496 citations · 883 across the 12 of their papers we have counts for

collaborators
Showing quant-phShow all

2 papers · 1 filter

quant-ph2026

Autonomous phase discovery

Shiyu Zhou, Yuxuan Zhang, Sebastian Wetzel +2

Understanding quantum phases of matter has long relied on physicists' intuition and mathematical tools such as symmetry and topology. Remarkably successful as these approaches have…

quant-ph2022★ 6 cited

Modern applications of machine learning in quantum sciences

Anna Dawid, Julian Arnold, Borja Requena +26

In this book, we provide a comprehensive introduction to the most recent advances in the application of machine learning methods in quantum sciences. We cover the use of deep learn…

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