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