04:00
2026-06-12
arxiv.org
neural-networks
Loss Landscape Diagnosis for Gradient-Based Gray-Scott System Inversion: Disentangling the Roles of PINN Components
Researchers at an undisclosed institution backpropagated a steady-state loss through unrolled Gray-Scott simulation to recover reaction-diffusion parameters, finding that optimization fails due to fla…