Yushu Xiang

A Novel Neural-Augmented Grey System Approach with Its Applications in Carbon Emission Forecasting

Yushu Xiang, Tianzi Li & Yalin Wang · Journal of Energy Research and Reviews · 2025

Grey system models (GMs) have achieved considerable progress in recent decades, yet their effectiveness is often limited when dealing with nonlinear data. In contrast, machine learning (ML) models can capture complex nonlinear relationships but generally require large datasets an...