Emission-Forecasting-Based Spatial-Temporal Carbon Response: A Multi-Agent Attention-Enhanced Deep Learning Framework

Feiyu Cai, Jing Qiu, Yi Yang +4

The paper proposes a deep learning framework with dual-stage attention and a large‑language‑model‑based multi‑agent system to forecast day‑ahead nodal carbon intensity, enabling pr…