Soufian Echabarri

According to our database, Soufian Echabarri authored at least 3 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2026

AI-enhanced RUL prediction of PEMFCs under dynamic operating conditions using XGBoost-based HI extraction and hybrid transformer-GRU model.

Soufian Echabarri, Phuc Do, Hai Canh Vu, Pierre-Yves Liegeois

Reliab. Eng. Syst. Saf., 2026

2025

Artificial Intelligence-based Failure Prognosis for Predictive Maintenance: Application to Hydrogen Power Generators. (Pronostic de défaillance basé sur l'intelligence artificielle pour la maintenance prédictive: Application aux générateurs électriques à hydrogène).

Soufian Echabarri

PhD thesis, 2025

A modified TimeGAN-based data augmentation approach for the state of health prediction of Lithium-Ion Batteries.

Soufian Echabarri, Phuc Do, Hai Canh Vu, Pierre-Yves Liegeois

Reliab. Eng. Syst. Saf., 2025