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cond-mat.mtrl-sci2022★ 3 cited
A ductility metric for refractory-based multi-principal-element alloys
Prashant Singh, Brent Vela, Gaoyuan Ouyang +4
We propose a quantum-mechanical dimensionless metric, the locallattice distortion (LLD), as a reliable predictor of ductility in refractory multi-principal-element alloys (RMPEA…
cond-mat.mtrl-sci2022★ 34 cited
Machine-learning enabled thermodynamic model for the design of new rare-earth compounds
Prashant Singh, Tyler Del Rose, Guillermo Vazquez +2
We employ a descriptor based machine-learning approach to assess the effect of chemical alloying on formation-enthalpy of rare-earth intermetallics. Application of machine-learning…