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researcher

Thomas Daniel

6 papers hereh-index 5154 citations10 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • math.NA2
  • stat.ML2
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedPhysics-informed cluster analysis and a priori efficiency criterion for the construction of local reduced-order bases

27 citations · 65 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 1 cited

PLAID: A Unified Data Model for Machine Learning on Heterogeneous Physics Simulations

Fabien Casenave, Xavier Roynard, Brian Staber +17

Machine learning-based surrogate models have emerged as a powerful tool to accelerate simulation-driven scientific workflows, but their adoption is limited by the lack of large-sca…

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