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Updated: Jul 19, 2025

Structure and Coordination Determination of Peptide-metal Complexes Using 1D and 2D 1H NMR
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Mapping Atomic-Scale Metal-Molecule Interactions: Salient Feature Extraction through Autoencoding of Vibrational

Alex Poppe1, Jack Griffiths2, Shu Hu2

  • 1School of Physics and Astronomy, University of Kent, Canterbury CT2 7NH, U.K.

The Journal of Physical Chemistry Letters
|August 18, 2023
PubMed
Summary

Researchers developed a new method combining spectroscopy and machine learning to observe atomic-scale features on metal surfaces. This technique reveals how adatoms form and interact with molecules, crucial for catalysis and electronics.

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