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cond-mat.mtrl-sci2026
Uncertainty-aware phase fraction prediction and active-learning-guided out-of-domain discovery of refractory multi-principal element alloys
A. K. Shargh, C. D. Stiles, J. A. El-Awady
Refractory multi-principal element alloys (RMPEAs) represent a novel class of alloys characterized by an extensive compositional design space and the potential for exceptional mech…
cond-mat.mtrl-sci2024
Temperature-dependent discovery of BCC refractory multi-principal element alloys: Integrating deep learning and CALPHAD calculations
A. K. Shargh, C. D. Stiles, J. A. El-Awady
Single-phase body-centered cubic (BCC) refractory multi-principal element alloys (RMPEAs) offer potential for developing alloys with exceptional strength. However, the compositiona…