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researcher

N. Bouklas

28 papers hereh-index 171.2k citations36 works total

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

author position
  • middle author13
  • last author15

Across the 28 of 28 papers where every author was matched, so the position is known.

fields
  • cs.CE10
  • cs.LG9
  • cond-mat.mtrl-sci4
  • math.NA2
  • cond-mat.soft1
  • physics.comp-ph1
same name
  • N. Bouklas — 14 papers, h 14

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

activity
20212026
most citedOn physics-informed data-driven isotropic and anisotropic constitutive models through probabilistic machine learning and space-filling sampling

130 citations · 549 across the 28 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022★ 70 cited

Modular machine learning-based elastoplasticity: generalization in the context of limited data

Jan N. Fuhg, Craig M. Hamel, Kyle Johnson +2

The development of accurate constitutive models for materials that undergo path-dependent processes continues to be a complex challenge in computational solid mechanics. Challenges…

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