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researcher

Mark Girolami

4 papers hereh-index 215 citations12 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

works on
inverse homogenization 1microstructure inference 1statistical inference 1stochastic homogenization 1surrogate modeling 1

From the 1 of 4 linked papers with an AI index.

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2026

Distributional Inverse Homogenization

Arnaud Vadeboncoeur, Mark Girolami, Kaushik Bhattacharya +1

The paper introduces a noninvasive method called distributional inverse homogenization to infer statistical information about material microstructures from bulk mechanical measurem…

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