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Ruben Rodriguez-Madrid

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Preprint Aug 2026

Machine-Learned NMR Shieldings in Molecular Solids with Built-In Hybrid-Functional Molecular Corrections

Fast and accurate chemical shielding estimators are essential for shielding-driven Nuclear Magnetic Resonance (NMR) crystallography. Machine-learning models for shielding predictions have matured significantly and today are primarily limited by the electronic structure reference data they are trained on. Here, we intro...

Matthias Kellner, Ruben Rodriguez-Madrid, Jacob B. Holmes et al. · 0 citations

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