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cond-mat.mtrl-sci2026
Ductility Design Rules for Tungsten based Refractory High Entropy Alloys from Sparse Experimental Datasets
Avik Mahata, Nick Beaver
Tungsten-based refractory high-entropy alloys (RHEAs) are promising materials for fusion applications but often remain brittle at room temperature because of tungsten's high ductil…
cond-mat.mtrl-sci2024
Rapid Assessment of Stable Crystal Structures in Single Phase High Entropy Alloys Via Graph Neural Network Based Surrogate Modelling
Nicholas Beaver, Aniruddha Dive, Marina Wong +4
In an effort to develop a rapid, reliable, and cost-effective method for predicting the structure of single-phase high entropy alloys, a Graph Neural Network (ALIGNN-FF) based appr…