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R. MacKnight

3 papers hereh-index 71.2k citations11 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CY1
  • cs.LG1
  • physics.chem-ph1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedEmergent autonomous scientific research capabilities of large language models

77 citations · 79 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 2 cited

Pre-trained knowledge elevates large language models beyond traditional chemical reaction optimizers

Robert MacKnight, Jose Emilio Regio, Jeffrey G. Ethier +2

Modern optimization in experimental chemistry employs algorithmic search through black-box parameter spaces. Here we demonstrate that pre-trained knowledge in large language models…

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