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Christopher D. Stiles

8 papers hereh-index 7153 citations18 works total

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

author position
  • middle author4
  • last author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci4
  • cs.LG2
  • cond-mat.supr-con1
  • cs.AI1
same name
  • Christopher D. Stiles — 1 paper, h 1

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
20222026
most citedA Statistical Perspective for Predicting the Strength of Metals: Revisiting the Hall-Petch Relationship using Machine Learning

30 citations · 39 across the 8 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

Coupling Language Models with Physics-based Simulation for Synthesis of Inorganic Materials

Edward W. Staley, Tom Arbaugh, Michael Pekala +6

Modern generative machine learning (ML) models can propose novel inorganic crystalline materials with targeted properties; however, synthesis planning of these materials remains di…

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