Improving the mechanical properties of Cantor-like alloys with Bayesian optimization

The search for better compositions in high entropy alloys is a formidable challenge in materials science. Here, we demonstrate a systematic Bayesian optimization method to enhance the mechanical properties of the paradigmatic five-element Cantor alloy in silico. This method utilizes an automated loo...

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Bibliographic Details
Main Authors: Valtteri Torsti, Tero Mäkinen, Silvia Bonfanti, Juha Koivisto, Mikko J. Alava
Format: Article
Language:English
Published: AIP Publishing LLC 2024-03-01
Series:APL Machine Learning
Online Access:http://dx.doi.org/10.1063/5.0179844