Literature DB >> 34355903

Importance of Nuclear Quantum Effects for NMR Crystallography.

Edgar A Engel1, Venkat Kapil2, Michele Ceriotti2.   

Abstract

The resolving power of solid-state nuclear magnetic resonance (NMR) crystallography depends heavily on the accuracy of computational predictions of NMR chemical shieldings of candidate structures, which are usually taken to be local minima in the potential energy. To test the limits of this approximation, we systematically study the importance of finite-temperature and quantum nuclear fluctuations for 1H, 13C, and 15N shieldings in polymorphs of three paradigmatic molecular crystals: benzene, glycine, and succinic acid. The effect of quantum fluctuations is comparable to the typical errors of shielding predictions for static nuclei with respect to experiments, and their inclusion improves the agreement with measurements, translating to more reliable assignment of the NMR spectra to the correct candidate structure. The use of integrated machine-learning models, trained on first-principles energies and shieldings, renders rigorous sampling of nuclear fluctuations affordable, setting a new standard for the calculations underlying NMR structure determinations.

Entities:  

Year:  2021        PMID: 34355903     DOI: 10.1021/acs.jpclett.1c01987

Source DB:  PubMed          Journal:  J Phys Chem Lett        ISSN: 1948-7185            Impact factor:   6.475


  3 in total

1.  Local Kernel Regression and Neural Network Approaches to the Conformational Landscapes of Oligopeptides.

Authors:  Raimon Fabregat; Alberto Fabrizio; Edgar A Engel; Benjamin Meyer; Veronika Juraskova; Michele Ceriotti; Clemence Corminboeuf
Journal:  J Chem Theory Comput       Date:  2022-02-18       Impact factor: 6.006

2.  A complete description of thermodynamic stabilities of molecular crystals.

Authors:  Venkat Kapil; Edgar A Engel
Journal:  Proc Natl Acad Sci U S A       Date:  2022-02-08       Impact factor: 11.205

3.  A Machine Learning Model of Chemical Shifts for Chemically and Structurally Diverse Molecular Solids.

Authors:  Manuel Cordova; Edgar A Engel; Artur Stefaniuk; Federico Paruzzo; Albert Hofstetter; Michele Ceriotti; Lyndon Emsley
Journal:  J Phys Chem C Nanomater Interfaces       Date:  2022-09-23       Impact factor: 4.177

  3 in total

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