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Citrine Informatics (United States)

United States

3 papers here79 citations across 3
fields
  • cond-mat.mtrl-sci2
  • cs.AI1
ROR 04wka5f51OpenAlex

affiliations via OpenAlex

most citedRobust FCC solute diffusion predictions from ab-initio machine learning methods

71 citations

researchers with a paper here
  • B. Meredig3 · h 32
  • Erin Antono2 · h 13
  • Julia Ling2 · h 10
  • A. Lorenson1 · h 3
  • B. Anderson1 · h 6
  • Brian DeCost1 · h 9
  • D. Morgan1 · h 72
  • Edward Kim1
  • E. Holm1 · h 43
  • Hao Wu1 · h 3
  • He-Jhen Wu1 · h 1
  • L. Witteman1 · h 6
collaborating institutions
  • Carnegie Mellon UniversityUS1 paper
  • University of Wisconsin–MadisonUS1 paper
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2017★ 6 cited

Building Data-driven Models with Microstructural Images: Generalization and Interpretability

Julia Ling, Maxwell Hutchinson, Erin Antono +3

As data-driven methods rise in popularity in materials science applications, a key question is how these machine learning models can be used to understand microstructure. Given the…

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