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Matthieu Barreau

18 papers hereh-index 224 citations18 works total

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

author position
  • first author1
  • middle author7
  • last author10

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • eess.SY5
  • math.OC2
  • cs.NE1
  • q-bio.QM1
same name
  • Matthieu Barreau — 20 papers, h 8

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 citedMILP initialization for solving parabolic PDEs with PINNs

1 citations · 1 across the 15 of their papers we have counts for

collaborators
Showing q-bio.QMShow all

1 paper · 1 filter

q-bio.QM2025

Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares

Aurora Poggi, Giuseppe Alessio D'Inverno, Hjalmar Brismar +3

Data-driven discovery of dynamics in biological systems allows for better observation and characterization of processes, such as calcium signaling in cell culture. Recent advanceme…

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