Ruifei Ma

A lightweight two-stage physics-informed neural network for SOH estimation of lithium-ion batteries with different chemistries

Characteristics and mechanisms of as well as evaluation methods and countermeasures for thermal runaway propagation in lithium-ion batteries

Rapid and sustainable battery health diagnosis for recycling pretreatment using fast pulse test and random forest machine learning

Collaborative and privacy-preserving retired battery sorting for profitable direct recycling via federated machine learning