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researcher

M. Stoll

41 papers hereh-index 272.3k citations131 works total

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

author position
  • sole author1
  • first author2
  • middle author11
  • last author27

Across the 41 of 41 papers where every author was matched, so the position is known.

fields
  • math.NA18
  • cs.LG7
  • cs.RO4
  • math.OC4
  • stat.ML4
  • physics.soc-ph2
same name
  • M. Stoll — 53 papers, h 26
  • M. Stoll — 11 papers, h 8
  • M. Stoll — 8 papers, h 2
  • M. Stoll — 1 paper, h 17

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
20162026
most citedGibbs-Helmholtz Graph Neural Network: capturing the temperature dependency of activity coefficients at infinite dilution

35 citations · 180 across the 39 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 3 cited

Generalizing diffuse interface methods on graphs: non-smooth potentials and hypergraphs

Jessica Bosch, Steffen Klamt, Martin Stoll

Diffuse interface methods have recently been introduced for the task of semi-supervised learning. The underlying model is well-known in materials science but was extended to graphs…

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