3 papers
eess.SP2026
GPINND: A deep-learning-based state of health estimation for Lithium-ion battery
Yuzhu Lei, Guanding Yu
Electrochemical models offer superior interpretability and reliability for battery degradation diagnosis. However, the high computational cost of iterative parameter identification…
eess.SP2026
Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment
Yuzhu Lei, Qiqi Xiao, Yinghui He +1
In massive multi-input multi-output (MIMO) systems, the main bottlenecks of location- and orientation-assisted beam alignment using deep neural networks (DNNs) are large training o…
eess.SP2025
A multi-scale lithium-ion battery capacity prediction using mixture of experts and patch-based MLP
Yuzhu Lei, Guanding Yu
Lithium-ion battery health management has become increasingly important as the application of batteries expands. Precise forecasting of capacity degradation is critical for ensurin…