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researcher

D. Apley

19 papers hereh-index 357.2k citations184 works total

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

author position
  • middle author10
  • last author8

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG4
  • stat.ME4
  • stat.AP3
  • cond-mat.mtrl-sci2
  • cs.CE1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedUncertainty-Aware Mixed-Variable Machine Learning for Materials Design

35 citations · 61 across the 13 of their papers we have counts for

collaborators
Showing 2019 · stat.MLShow all

1 paper · 2 filters

stat.ML2019★ 9 cited

Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables

Yichi Zhang, Daniel Apley, Wei Chen

Although Bayesian Optimization (BO) has been employed for accelerating materials design in computational materials engineering, existing works are restricted to problems with quant…

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