Zou, J., Wu, X., Zhang, Q., Shao, Z. (2026). MambaFormer-TPEF: a hybrid state space-transformer framework with two-stage peak enhancement for ultra-long sequence photovoltaic power forecasting. Scientific Reports. https://doi.org/10.1038/s41598-026-51529-4