Fig. 4: Visualizations of constraint-passing and pareto-optimal alloys.
From: Bayesian optimization with active learning of design constraints using an entropy-based approach
a ROM Cauchy Pressure (indicator of true objective) plotted over the design space. b ROM Pugh Ratio (indicator of true objective) objective plotted over the design space. c Estimated yield strength from the Curtin–Maresca model plotted over the design space. d Chemical signature of the feasible chemical space. e Chemical signature of Pareto-optimal set of alloys.
