Long-Horizon Direct Model Predictive Control Based on Neural Networks for Electrical Drives. - Issa Hammoud; Sebastian Hentzelt; Thimo Oehlschlägel; Ralph Kennel (IECON, 2020)

Adversarial training for predictive tasks: theoretical analysis and limitations in the deterministic case. - Thibault Lesieur; Jérémie Messud; Issa Hammoud; Hanyuan Peng; Céline Lacombe; Paulien Jeunesse (CoRR, 2020)

Learning-based model predictive current control for synchronous machines: An LSTM approach. - Issa Hammoud; Sebastian Hentzelt; Thimo Oehlschlägel; Ralph Kennel (Eur. J. Control, 2022)

Learning-Based Nonlinear Model Predictive Control for Electrical Drives (Lernbasierte nichtlineare modellprädiktive Regelung für elektrische Antriebe) - Issa Hammoud (2024)