Abstract: In the earlyphase design of complex systems, a model of design performance is coupled with visualizations of competing designs and used to aid human decisionmakers in finding and understanding an optimal design. This ...

Abstract: Deep generative models have shown significant promise in improving performance in design space exploration. But there is limited understanding of their interpretability, a necessity when model explanations are desired and ...