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Open AccessBayesian optimization with active learning of design constraints using an entropy-based approach
The design of alloys for use in gas turbine engine blades is a complex task that involves balancing multiple objectives and constraints. Candidate alloys must be ductile at room temperature and retain their yi...
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A perspective on Bayesian methods applied to materials discovery and design
For more than two decades, there has been increasing interest in develo** frameworks for the accelerated discovery and design of novel materials that could enable promising and transformative technologies. T...
