Erick Mbeka

According to our database, Erick Mbeka authored at least 4 papers between 2025 and 2026.

Collaborative distances:

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

2026

A physics-informed recurrent neural network for long sequence remaining useful life prediction of rolling bearing with implicit function.

Qiwu Zhao, Xiaoli Zhang, Xin Luo, Wang Liang, Erick Mbeka

Reliab. Eng. Syst. Saf., 2026

KFC-Former: An interpretable kernel function convolutional -former with phase space reconstruction for remaining useful life prediction of mechanical equipment.

Qiwu Zhao, Xiaoli Zhang, Junzhe Xie, Shuangxuan Liang, Erick Mbeka

Expert Syst. Appl., 2026

Generative artificial intelligence method for vibration data of rolling bearing with multi-domain joint loss and interpretable physical laws.

Qiwu Zhao, Xiaoli Zhang, Xin Luo, Shuangxuan Liang, Erick Mbeka

Eng. Appl. Artif. Intell., 2026

2025

The effect of the head number for multi-head self-attention in remaining useful life prediction of rolling bearing and interpretability.

Qiwu Zhao, Xiaoli Zhang, Fangzhen Wang, Panfeng Fan, Erick Mbeka

Neurocomputing, 2025