3 papers
cond-mat.mtrl-sci2026
A BRAVE Alloy Design Campaign (Bayesian Risk-aware Alloy discoVery and Exploration)
Mrinalini Mulukutla, Danial Khatamsaz, Trevor Hastings +23
In constrained alloy optimization, the compositions with the highest performance potential often reside at the boundary of phase stability -- where the risk of experimental failure…
cond-mat.mtrl-sci2025
Good Enough is Better: Feasibility vs. Pareto-Optimality in Alloy Design
Cayden Maguire, Christofer Hardcastle, Trevor Hastings +2
In alloy design, the search for candidate materials is often framed as an optimization problem, with the goal of identifying Pareto-optimal solutions across multiple objectives. Ho…
cond-mat.mtrl-sci2024
Visualizing High Entropy Alloy Spaces: Methods and Best Practices
Brent Vela, Trevor Hastings, Raymundo Arróyave
Multi-Principal Element Alloys (MPEAs) have emerged as an exciting area of research in materials science in the 2020s, owing to the vast potential for discovering alloys with uniqu…