Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network. - Shiming Liu; Yifan Xia; Zhusheng Shi; Hui Yu 001; Zhiqiang Li; Jianguo Lin (IEEE CAA J. Autom. Sinica, 2021)

A novel data-driven machine learning approach for improved strain rate control in thermomechanical testing of sheet metals. - James Dear; Ruiqiang Zhang; Zhusheng Shi; Jianguo Lin (Eng. Appl. Artif. Intell., 2025)

A generalisable tool path planning strategy for free-form sheet metal stamping through deep reinforcement and supervised learning. - Shiming Liu; Zhusheng Shi; Jianguo Lin; Hui Yu 001 (J. Intell. Manuf., 2025)