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P. Poncet

3 papers hereh-index 161k citations49 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
  • cs.CE1
  • cs.LG1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

most citedAdaptive weighting of Bayesian physics informed neural networks for multitask and multiscale forward and inverse problems

56 citations · 64 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 5 cited

Auto-weighted Bayesian Physics-Informed Neural Networks and robust estimations for multitask inverse problems in pore-scale imaging of dissolution

Sarah Perez, Philippe Poncet

In this article, we present a novel data assimilation strategy in pore-scale imaging and demonstrate that this makes it possible to robustly address reactive inverse problems incor…

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