Stiff Neural Ordinary Differential Equations

1 code implementation • 29 Mar 2021 • Suyong Kim, Weiqi Ji, Sili Deng, Yingbo Ma, Christopher Rackauckas

We first show the challenges of learning neural ODE in the classical stiff ODE systems of Robertson's problem and propose techniques to mitigate the challenges associated with scale separations in stiff systems.

Time Series Time Series Analysis