Neural network stochastic differential equation models with applications to financial data forecasting

Luxuan Yang, Ting Gao, Yubin Lu +2

In this article, we employ a collection of stochastic differential equations with drift and diffusion coefficients approximated by neural networks to predict the trend of chaotic t…