WE-HML: hybrid WCET estimation using machine learning for architectures with caches. - Abderaouf N. Amalou; Isabelle Puaut; Gilles Muller (RTCSA, 2021)

CATREEN: Context-Aware Code Timing Estimation with Stacked Recurrent Networks. - Abderaouf N. Amalou; Élisa Fromont; Isabelle Puaut (ICTAI, 2022)

CAWET: Context-Aware Worst-Case Execution Time Estimation Using Transformers. - Abderaouf N. Amalou; Elisa Fromont; Isabelle Puaut (ECRTS, 2023)

Machine learning for timing estimation. (apprentissage automatique pour l'estimation du temps d'exécution). - Abderaouf Nassim Amalou (2023)

Fast and Accurate Context-Aware Basic Block Timing Prediction using Transformers. - Abderaouf Nassim Amalou; Elisa Fromont; Isabelle Puaut (CC, 2024)

WORTEX: Worst-Case Execution Time and Energy Estimation in Low-Power Microprocessors Using Explainable ML. - Hugo Reymond; Abderaouf Nassim Amalou; Isabelle Puaut (WCET, 2024)

Using machine learning for timing analysis: where do we stand? - Abderaouf Nassim Amalou; Isabelle Puaut (Real Time Syst., 2025)