Materials-discovery workflow guided by symbolic regression for identifying acid-stable oxides for electrocatalysis

Abstract The efficiency of active learning (AL) approaches to identify materials with desired properties relies on the knowledge of a few parameters describing the property. However, these parameters are often unknown if the property is governed by a high intricacy of many atomistic processes. Here,...

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Bibliographic Details
Main Authors: Akhil S. Nair, Lucas Foppa, Matthias Scheffler
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-025-01596-4
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