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researcher

M. Ma'ska

7 papers hereh-index 675 citations8 works total

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

author position
  • first author2
  • middle author3
  • last author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cond-mat.supr-con3
  • cond-mat.dis-nn1
  • cond-mat.quant-gas1
  • cond-mat.stat-mech1
  • cond-mat.str-el1

identity via Semantic Scholar / OpenAlex

activity
20112022
most citedA machine learning approach to the Berezinskii-Kosterlitz-Thouless transition in classical and quantum models

20 citations · 86 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cond-mat.dis-nn2022★ 16 cited

A learning by confusion approach to characterize phase transitions

Monika Richter-Laskowska, Marcin Kurpas, Maciej Maśka

Recently, the learning by confusion (LBC) approach has been proposed as a machine learning tool to determine the critical temperature Tc of phase transitions without any prior know…

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