Mahdi Khodayar

Spatio-Temporal Graph Deep Neural Network for Short-Term Wind Speed Forecasting

Mahdi Khodayar, Jianhui Wang · IEEE Transactions on Sustainable Energy · 2018 · 438 citations

Geometric Learning, Convolutional Neural Network, Engineering +16

Rough Deep Neural Architecture for Short-Term Wind Speed Forecasting

Mahdi Khodayar, Okyay Kaynak, Mohammad E. Khodayar · IEEE Transactions on Industrial Informatics · 2017 · 343 citations

Shallow Architectures, Deep Neural Networks, Engineering +15

Interval Deep Generative Neural Network for Wind Speed Forecasting

Mahdi Khodayar, Jianhui Wang, Mohammad Manthouri · IEEE Transactions on Smart Grid · 2018 · 190 citations

Speed Forecasting, Probabilistic Forecasting, Engineering +14

Convolutional Graph Autoencoder: A Generative Deep Neural Network for Probabilistic Spatio-Temporal Solar Irradiance Forecasting

Mahdi Khodayar, Saeed Mohammadi, Mohammad E. Khodayar et al. · IEEE Transactions on Sustainable Energy · 2019 · 175 citations

Geometric Learning, Convolutional Graph Autoencoder, Graph Representation Learning +18

Deep Learning-Based Time-Varying Parameter Identification for System-Wide Load Modeling

Mingjian Cui, Mahdi Khodayar, Chen Chen et al. · IEEE Transactions on Smart Grid · 2019 · 111 citations

Engineering, Machine Learning, Load Modeling +16