Zhen Zhang

Optimizing Parameterized Physics-Informed Neural Networks to Solve Multilayered Static Linear Elastic PDEs

The trained P2INN model remains a lightweight model with a simple forward pass for future calculations, creating an alternative to traditional FEM, and could accelerate the inverse design and optimization of advanced layered architectures for protective structures in various load-heavy or potentially collision-heavy fi...