Machine learning integrated design for additive manufacturing

• Main Authors: JIANG, Jingchao, XIONG, Yi, ZHANG, Zhiyuan, ROSEN, David W.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Additive manufacturing; Design for AM; Machine learning; Artificial Intelligence and Robotics; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7932; https://ink.library.smu.edu.sg/context/sis_research/article/8935/viewcontent/machine_learning_anklebrace_v6_av.pdf
• Institution: Singapore Management University

For improving manufacturing efficiency and minimizing costs, design for additive manufacturing (AM) has been accordingly proposed. The existing design for AM methods are mainly surrogate model based. Due to the increasingly available data nowadays, machine learning (ML) has been applied to medical d...