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February 12, 2026Digital Discovery3 citationsOpen Access

Enhancing Molecular Structure Elucidation with Reasoning-Capable LLMs

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MPMartin PriessnerRLRichard J. LewisMJMagnus J. Johansson

Key Points

  • The aim is to improve molecular structure determination by combining reasoning-capable language models with chemical analysis tools.
  • Integrating reasoning-capable language models with chemical analysis tools
  • Utilizing nuclear magnetic resonance spectroscopy for structure elucidation
  • Generating candidate structures based on spectral data
  • Improved accuracy in determining molecular structures
  • Faster identification of candidate structures
  • Enhanced ability to reason through complex molecular data

Abstract

We introduce a novel workflow integrating reasoning-capable language models with specialized chemical analysis tools to enhance molecular structure determination using nuclear magnetic resonance spectroscopy. Generally, structure elucidation involves generating candidate...

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Cite This Study

Priessner et al. (2025) studied this question.

synapsesocial.com/papers/698d6d9f5be6419ac0d52b16https://doi.org/10.1039/d5dd00359h
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