PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
February 12, 2026Digital Discovery3 citationsOpen Access

Enhancing Molecular Structure Elucidation with Reasoning-Capable LLMs

View Full Paper
MPMartin PriessnerAstraZeneca (Sweden)RLRichard J. LewisAstraZeneca (Singapore)MJMagnus J. JohanssonAstraZeneca (Sweden)

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...

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Priessner et al. (2025) studied this question.

synapsesocial.com/papers/698d6d9f5be6419ac0d52b16https://doi.org/10.1039/d5dd00359h
Ask AI
Helpful
Bookmark
Share
View Full Paper

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Advancing Structure Elucidation with a Flexible Multi‐Spectral AI Model2025 · 10 citations
  2. 2Exhaustive local chemical space exploration using a transformer model2024 · 28 citations
  3. 3Reinvent 4: Modern AI–driven generative molecule design2024 · 302 citations
  4. 4Constrained synthesis planning with disconnection-aware transformer and multi-objective search2024 · 6 citations
  5. 5The role of computer-assisted structure elucidation (CASE) programs in the structure elucidation of complex natural products2019 · 114 citations