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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.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…
eess.SP2025
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…