An output scaling layer boosts deep neural networks for multiscale ODE systems

Yuxiao Yi, Weizong Wang, Tianhan Zhang +1

Simulating complex diffusion-reaction systems is often prohibitively expensive due to the high dimensionality and stiffness of the underlying ODEs, where state variables may span t…