Solvent Matters: Bridging Theory and Experiment in Quantum-Mechanical NMR Structural Elucidation

Quantum-mechanical NMR (QM-NMR) is widely used in structure elucidation. A long-sought holey grail in this field is solving structures from a simple <sup>1</sup>H NMR spectrum with AI-driven workflows. Yet, solvent effects on chemical shifts, though long recognized, remain overlooked. We show in a theory-experiment study that implicit solvation models miss solvent-induced variations and introduce a Python tool to quantify solvent sensitivity, aiding more reliable QM-NMR structural assignments.

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Publication Details

Journal
Journal of Chemical Information and Modeling
Published
2026-01-20
DOI
https://doi.org/10.1021/acs.jcim.5c02506
Citations
1
Primary Topic
Molecular spectroscopy and chirality
Type
article
Field-Weighted Citation Impact
16.26
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article

Solvent Matters: Bridging Theory and Experiment in Quantum-Mechanical NMR Structural Elucidation

María Marta Zanardi, J. G. GAVIN, Iván Cortés, Antonio Hernández Daranas et al.
1 citations
Journal of Chemical Information and Modeling
Molecular spectroscopy and chirality
16.26
article

Solvent Matters: Bridging Theory and Experiment in Quantum-Mechanical NMR Structural Elucidation

María Marta Zanardi, J. G. GAVIN, Iván Cortés, Antonio Hernández Daranas, Cristina Cuadrado, Ariel M. Sarotti
article en
1 citations

Abstract

Quantum-mechanical NMR (QM-NMR) is widely used in structure elucidation. A long-sought holey grail in this field is solving structures from a simple <sup>1</sup>H NMR spectrum with AI-driven workflows. Yet, solvent effects on chemical shifts, though long recognized, remain overlooked. We show in a theory-experiment study that implicit solvation models miss solvent-induced variations and introduce a Python tool to quantify solvent sensitivity, aiding more reliable QM-NMR structural assignments.

Journal of Chemical Information and ModelingVol. 66(3)
Universidad de La Laguna (ES), Pontificia Universidad Católica Argentina (AR), National University of Rosario (AR), Instituto de Productos Naturales y Agrobiología (ES)
Openalex Percentile: Top 2%
Molecular spectroscopy and chirality
16.26
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Solvent Matters: Bridging Theory and Experiment in Quantum-Mechanical NMR Structural Elucidation — María Marta Zanardi, J. G. GAVIN, et al. · Journal of Chemical Information and Modeling (2026) | TGRS Research Map | TGRS