Time series forecasting of petroleum production using deep LSTM recurrent networks. - Alaa El. Sagheer; Mostafa Kotb (Neurocomputing, 2019)

Sample-Efficient Real-Time Planning with Curiosity Cross-Entropy Method and Contrastive Learning. - Mostafa Kotb; Cornelius Weber; Stefan Wermter (IROS, 2023)

Model Predictive Control with Self-supervised Representation Learning. - Jonas Matthies; Muhammad Burhan Hafez; Mostafa Kotb; Stefan Wermter (CoRR, 2023)

Automated Detection of Defects on Metal Surfaces Using Vision Transformers. - Toqa Alaa; Mostafa Kotb; Arwa Zakaria; Mariam Diab; Walid Gomaa 001 (ICINCO (2), 2024)

Improving Information Freshness in Edge-Assisted Smart Grids: An AoI-Aware Routing Strategy for Neighborhood Area Networks. - Hossam M. Farag; Mostafa Kotb; Cedomir Stefanovic; Mikael Gidlund (INDIN, 2024)

QT-TDM: Planning With Transformer Dynamics Model and Autoregressive Q-Learning. - Mostafa Kotb; Cornelius Weber; Muhammad Burhan Hafez; Stefan Wermter (IEEE Robotics Autom. Lett., 2025)