StampFormer: a physics-guided material-geometry-coupled multimodal model for rapid prediction of physical fields in sheet metal stamping

Traditional sheet metal forming relies on computationally expensive Finite Element Analysis (FEA), significantly prolonging design cycles. While surrogate models accelerate iteration, existing approaches either provide limited scalar outputs or ignore crucial material properties by focusing solely o