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M. Beach

1 paper hereh-index 7313 citations13 works total

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

author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cond-mat.stat-mech1
same name
  • M. Beach — 3 papers, h 35

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

most citedMachine learning vortices at the Kosterlitz-Thouless transition

175 citations · 175 across the 1 of their papers we have counts for

collaborators

1 paper

cond-mat.stat-mech2017★ 175 cited

Machine learning vortices at the Kosterlitz-Thouless transition

Matthew J. S. Beach, Anna Golubeva, Roger G. Melko

Efficient and automated classification of phases from minimally processed data is one goal of machine learning in condensed matter and statistical physics. Supervised algorithms tr…

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