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researcher

D. Apley

21 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 author11
  • last author10

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.ML5
  • cs.LG4
  • stat.AP3
  • cond-mat.mtrl-sci2
  • cs.CE1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedDatabase, Features, and Machine Learning Model to Identify Thermally Driven Metal-Insulator Transition Compounds

45 citations · 184 across the 21 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

stat.ME2013★ 6 cited

Local Gaussian process approximation for large computer experiments

Robert B. Gramacy, Daniel W. Apley

We provide a new approach to approximate emulation of large computer experiments. By focusing expressly on desirable properties of the predictive equations, we derive a family of l…

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