Fairness- and uncertainty-aware data generation for data-driven design

Jiarui Xie, Chonghui Zhang, Lijun Sun +1

The design dataset is the backbone of data-driven design. Ideally, the dataset should be fairly distributed in both shape and property spaces to efficiently explore the underlying…