Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions

In the last decade, the use of AI in Condensed Matter physics has seen a steep increase in the number of problems tackled and methods employed. A number of distinct Machine Learning approaches have been employed in many different topics; from prediction of material properties to computation of Densi...

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Bibliographic Details
Main Authors: Edoardo Di Napoli, Xinzhe Wu, Thomas Bornhake, Piotr M. Kowalski
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-04-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2024.1355726/full