Uncertainty Propagation Networks for Neural Ordinary Differential Equations

Hadi Jahanshahi, Zheng H. Zhu

This paper introduces Uncertainty Propagation Network (UPN), a novel family of neural differential equations that naturally incorporate uncertainty quantification into continuous-t…