What question did this study set out to answer?

This research aims to enhance molecular structure elucidation using advanced language models.

February 16, 2026Open Access

Enhancing Molecular Structure Elucidation with Reasoning-Capable LLMs

Key Points

This research aims to enhance molecular structure elucidation using advanced language models.
Integration of reasoning-capable language models with chemical analysis tools
Application of nuclear magnetic resonance spectroscopy for molecular structure determination
Development of a novel workflow for candidate generation
Successfully improved molecular structure elucidation process
Demonstrated enhanced analysis capabilities using reasoning-capable language models
Indicated potential improvements in chemical analysis outcomes

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. (Sat,) studied this question.

synapsesocial.com/papers/699264d1eb1f82dc367a09d9 https://doi.org/https://doi.org/10.17863/cam.127214

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