Chebyshev Center-Based Direction Selection for Multi-Objective Optimization and Training PINNs

Hoyeol Yoon, Seoungbin Bae, Nam Ho-Nguyen +1

Physics-informed neural networks (PINNs) are a promising approach for solving partial differential equations (PDEs). Their training, however, is often difficult because multiple lo…