Guo-Yan Zhao

Data-Driven Prediction of Provincial Energy Consumption in China and Its Implications for Sustainable Development Policy

Reliable prediction of provincial energy consumption is essential for translating national energy-saving and carbon-neutrality objectives into differentiated provincial action. National estimates can obscure regional heterogeneity, whereas prediction studies that focus only on accuracy provide limited guidance on which...