When AI Bends Metal: AI-Assisted Optimization of Design Parameters in Sheet Metal Forming

ArXi:2511.22302v2 Announce Type: replace Numerical simulations have revolutionized the industrial design process by reducing prototyping costs, design iterations, and enabling product engineers to explore the design space efficiently. However, the growing scale of simulations demands substantial expert knowledge, computational resources, and time. A key challenge is identifying input parameters that yield optimal results, as iterative simulations are costly and can have a large environmental impact.