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researcher

Alex Dunn

5 papers hereh-index 164k citations21 works total

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

author position
  • first author2
  • middle author3

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

fields
  • cond-mat.mtrl-sci3
  • cs.CL1
  • physics.app-ph1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedBenchmarking Materials Property Prediction Methods: The Matbench Test Set and Automatminer Reference Algorithm

375 citations · 792 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CL2022★ 66 cited

Structured information extraction from complex scientific text with fine-tuned large language models

Alexander Dunn, John Dagdelen, Nicholas Walker +5

Intelligently extracting and linking complex scientific information from unstructured text is a challenging endeavor particularly for those inexperienced with natural language proc…

cond-mat.mtrl-sci2022★ 79 cited

Machine-learning rationalization and prediction of solid-state synthesis conditions

Haoyan Huo, Christopher J. Bartel, Tanjin He +5

There currently exist no quantitative methods to determine the appropriate conditions for solid-state synthesis. This not only hinders the experimental realization of novel materia…

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