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Charlotte M. Deane

4 papers here

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • physics.chem-ph1
same name
  • Charlotte M. Deane — 4 papers
  • Charlotte M. Deane — 2 papers
  • Charlotte M. Deane — 1 paper

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

most citedMolecular Representations for Large Language Models

1 citations · 1 across the 2 of their papers we have counts for

collaborators

4 papers

cs.LG2026★ 1 cited

Molecular Representations for Large Language Models

Nicholas T. Runcie, Fergus Imrie, Charlotte M. Deane

Large Language Models (LLMs) are increasingly being used to support scientific discovery. In chemistry, tasks such as reaction prediction and structure elucidation require reasonin…

cs.LG2025

SigmaDock: Untwisting Molecular Docking With Fragment-Based SE(3) Diffusion

Alvaro Prat, Leo Zhang, Charlotte M. Deane +2

Determining the binding pose of a ligand to a protein, known as molecular docking, is a fundamental task in drug discovery. Generative approaches promise faster, improved, and more…

cs.LG2025

Assessing the Chemical Intelligence of Large Language Models

Nicholas T. Runcie, Charlotte M. Deane, Fergus Imrie

Large Language Models are versatile, general-purpose tools with a wide range of applications. Recently, the advent of "reasoning models" has led to substantial improvements in thei…

physics.chem-ph2025

An evaluation of unconditional 3D molecular generation methods

Martin Buttenschoen, Yael Ziv, Garrett M. Morris +1

Unconditional molecular generation is a stepping stone for conditional molecular generation, which is important in \emph{de novo} drug design. Recent unconditional 3D molecular gen…

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