Identifying constitutive parameters for complex hyperelastic materials using physics-informed neural networks

A robust PINN-based framework was developed to identify material parameters for hyperelastic soft materials, specifically those exhibiting complex constitutive behaviors, under large deformation in plane stress conditions.