Infrared spectroscopy data- and physics-driven machine learning for characterizing surface microstructure of complex materials

Knowing compositional motifs of nanoparticle catalysts in operando conditions is crucial towards understanding their catalytic behavior. Here, the authors develop a physics-driven machine learning approach to predict adsorption sites for a CO molecule over platinum nanoparticles in a multitude of co...

Full description

Saved in:
Bibliographic Details
Main Authors: Joshua L. Lansford, Dionisios G. Vlachos
Format: article
Language:EN
Published: Nature Portfolio 2020
Subjects:
Q
Online Access:https://doaj.org/article/6fd23d16dcac44afbf726b5db3d22040
Tags: Add Tag
No Tags, Be the first to tag this record!