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Coleman Alleman

5 papers hereh-index 11429 citations56 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cond-mat.mes-hall1
  • cond-mat.mtrl-sci1
  • physics.app-ph1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedPredicting the mechanical response of oligocrystals with deep learning

5 citations · 9 across the 5 of their papers we have counts for

collaborators
Showing cond-mat.mes-hallShow all

1 paper · 1 filter

cond-mat.mes-hall2019★ 5 cited

Predicting the mechanical response of oligocrystals with deep learning

Ari L. Frankel, Reese E. Jones, Coleman Alleman +1

In this work we employ data-driven homogenization approaches to predict the particular mechanical evolution of polycrystalline aggregates with tens of individual crystals. In these…

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