Geometric optimization of two-stage stamping dies for ultra-thin titanium bipolar plates using Sequential Physics-Informed Neural Networks

Geometric optimization of two-stage stamping dies for ultra-thin titanium bipolar plates using Sequential Physics-Informed Neural Networks Zijie Ke1, Yiwen Huang1, Ziqiang Guo1, Yao Xiao1*, Zeran Hou1, Junying Min2 1School of Mechanical Engineering, Tongji University, Shanghai 201804, China. 2College of Automotive and Energy Engineering, Tongji University, Shanghai 201804, China. *corresponding author DOI: https://doi.org/10.7494/cmms.2026.1.1038 Abstract: Bipolar plates … Read more