Jianfeng Zhang

CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data

Battery Fault: A Comprehensive Dataset and Benchmark for Battery Fault Diagnosis

Fusing Deep Neural Networks with Multi-PDE Solvers: An Enhanced Approach to Battery Modeling

On the Limits of End-to-End Learning: Why Statistical Features Dominate in Hyper-Fragmented Battery Prognostics

MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts

Gradient norm as a powerful proxy to out-of-distribution error estimation