Songhai Fan

Powerformer: A temporal-based transformer model for wind power forecasting

Site Mo, Haoxin Wang, Bixiong Li et al. · Energy Reports · 2023 · 72 citations · Full text

On Applications of Spiking Neural P Systems

Songhai Fan, Prithwineel Paul, Tianbao Wu et al. · Applied Sciences · 2020 · 30 citations · Full text

Fuzzy Logic, Engineering, Computational Neuroscience +13

FDNet: Frequency filter enhanced dual LSTM network for wind power forecasting

Yipeng Mo, Haoxin Wang, Chengteng Yang et al. · Energy · 2024 · 22 citations

Engineering, Wind Power Generation, Wind Power Forecasting +7

FTMLP: MLP with Feature-Temporal Block for multivariate time series forecasting

Haoxin Wang, Yipeng Mo, Honghe Dai et al. · Neurocomputing · 2024 · 21 citations

Forecasting Methodology, Engineering, Machine Learning +11

TimeSQL: Improving multivariate time series forecasting with multi-scale patching and smooth quadratic loss

Site Mo, Haoxin Wang, Bixiong Li et al. · Information Sciences · 2024 · 16 citations

Smooth Quadratic Loss, Forecasting Methodology, Probabilistic Forecasting +11