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Guillaume Charpiat

3 papers here

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

author position
  • middle author1
  • last author2

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

fields
  • cs.LG2
  • physics.flu-dyn1
ORCID 0009-0003-6000-9410
same name
  • Guillaume Charpiat — 2 papers, h 3
  • Guillaume Charpiat — 1 paper, h 1

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 citedDesigning losses for data-free training of normalizing flows on Boltzmann distributions

3 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2023★ 3 cited

Designing losses for data-free training of normalizing flows on Boltzmann distributions

Loris Felardos, Jérôme Hénin, Guillaume Charpiat

Generating a Boltzmann distribution in high dimension has recently been achieved with Normalizing Flows, which enable fast and exact computation of the generated density, and thus…

physics.flu-dyn2022★ 1 cited

Machine Learning model for gas-liquid interface reconstruction in CFD numerical simulations

Tamon Nakano, Alessandro Michele Bucci, Jean-Marc Gratien +2

The volume of fluid (VoF) method is widely used in multi-phase flow simulations to track and locate the interface between two immiscible fluids. A major bottleneck of the VoF metho…

cs.LG2022★ 2 cited

Docent: A content-based recommendation system to discover contemporary art

Antoine Fosset, Mohamed El-Mennaoui, Amine Rebei +9

Recommendation systems have been widely used in various domains such as music, films, e-shopping etc. After mostly avoiding digitization, the art world has recently reached a techn…

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