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M. Stumpf

3 papers hereh-index 326 citations7 works total

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

author position
  • last author3

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

fields
  • q-bio.PE1
  • q-bio.QM1
  • stat.ML1
same name
  • M. Stumpf — 34 papers, h 58
  • M. Stumpf — 6 papers, h 7
  • M. Stumpf — 1 paper, h 10

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 citedA closed-form approach to Bayesian inference in tree-structured graphical models

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing q-bio.QMShow all

1 paper · 1 filter

q-bio.QM2026

Abstract relational structures in models of biology

Léo Diaz, Sean T. Vittadello, Michael P. H. Stumpf

The mathematical formalisms used to model biological systems induce both latent and ambiguous assumptions that can limit or distort their representational capabilities. Developing…

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