Articles with "universal machine" as a keyword



Applicability of universal machine learning interatomic potentials to the simulation of steels

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Published in 2025 at "Modelling and Simulation in Materials Science and Engineering"

DOI: 10.1088/1361-651x/adb483

Abstract: Bearing steels are complex materials composed of an iron matrix and a well defined and precise amount of several alloying elements. In order to improve sustainability and circularity, there is a tendency to increase the… read more here.

Keywords: universal machine; learning interatomic; interatomic potentials; machine learning ... See more keywords