Ali Aouto

The Council of Experts: A Heterogeneous Rational-Aware Framework for Robust Energy Forecasting

Accurate forecasting of building energy consumption is a cornerstone of modern smart grid management and sustainable facility operations. However, standard deep learning approaches—such as Long Short-Term Memory (LSTM) networks and Transformers—often function as black boxes, failing to explicitly model the governing ph...