A CNN-LSTM model for strain-geometry state prediction and defect control in multi-pass flow forming of thick-walled tubes

Journal of Intelligent Manufacturing 2026

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Authors: Qinxiang Xia, Jie Zhao, Gangfeng Xiao, Delin Tang, Huachun Cui

DOI: 10.1007/s10845-026-02793-8

Cited by: 1

References: 36

Fields of Study & Subjects

Metal Forming Simulation Techniques Metallurgy and Material Forming Structural Integrity and Reliability Analysis

References 36