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RISFairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: 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 relationship. However, the classical ...
Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Data-driven research in additive manufacturing (AM) has gained significant success in recent years. This has led to a plethora of scientific literature emerging. The knowledge in these works consists of AM and artificial ...