Lightweight hybrid neural network with physics consistency regularization for lithium-ion battery state of health estimation

P Pingan Zhang H Hui Zhang (The Fourth Hospital of Hebei Medical University Shijiazhuang China) J Jiayi Zhou (Vir Biotechnology Inc.) Q Qin Zhou J Jiaqi Chen

Article Details

Volume / Issue Vol. 16, Issue 1
Published March 09, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (5)

P

Pingan Zhang

H

Hui Zhang

The Fourth Hospital of Hebei Medical University Shijiazhuang China

J

Jiayi Zhou

Vir Biotechnology Inc.

Q

Qin Zhou

J

Jiaqi Chen