Walid Mchara

According to our database, Walid Mchara authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

Hybrid Wavelet-Transformer-XGBoost Model Optimized by Chaotic Billiards for Global Irradiance Forecasting.

Walid Mchara, Giovanni Cicceri, Lazhar Manai, Monia Raissi, Hezam Albaqami

J. Sens. Actuator Networks, 2026

WOA-FCM-CNN-WNN-informer: An advanced hybrid deep learning model for ultra-accurate PV power forecasting in electric mobility.

Lazhar Manai, Walid Mchara, Mohamed Abdellatif Khalfa, Monia Raissi, Wissem Dimassi

Intell. Syst. Appl., 2026

2025

A Global Irradiance Prediction Model Using Convolutional Neural Networks, Wavelet Neural Networks, and Masked Multi-Head Attention Mechanism.

Walid Mchara, Lazhar Manai, Mohamed Abdellatif Khalfa, Monia Raissi, Salah Hannechi

IEEE Access, 2025

2024

Hybrid Deep Learning with Attention Mechanism based Health State Intelligent Diagnosis of Lithium-Ion Batteries.

Walid Mchara, Mohamed Abdellatif Khalfa, Lazhar Manai

Proceedings of the International Conference on Control, Automation and Diagnosis, 2024

Improved Diagnosis of Lithium-Ion Battery Health in Electric Vehicles via a Hybrid Deep Learning Model Incorporating Wavelet Transform and Attention Mechanism.

Walid Mchara, Mohamed Abdellatif Khalfa, Lazhar Manai

Proceedings of the 21st IEEE/ACS International Conference on Computer Systems and Applications, 2024