UniversalReactionDiffusion: A Julia-based GPU-accelerated scientific machine learning framework for discovering hidden reaction-diffusion dynamics using neural networks

Introduction / Main Floor: UniversalReactionDiffusion: A Julia-based GPU-accelerated scientific machine learning framework for discovering hidden reaction-diffusion dynamics using neural networks

A high-performance Julia framework that embeds deep neural networks into physical partial differential equations, automatically discovers spatially varying reaction dynamics via GPU parallel computing, and supports arbitrary dimensions and flexible boundary conditions