2 papers
cs.LG2025
Discovery Learning accelerates battery design evaluation
Jiawei Zhang, Yifei Zhang, Baozhao Yi +5
Fast and reliable validation of novel designs in complex physical systems such as batteries is critical to accelerating technological innovation. However, battery research and deve…
eess.SP2024
Data-Driven Quantification of Battery Degradation Modes via Critical Features from Charging
Yuanhao Cheng, Hanyu Bai, Yichen Liang +3
Battery degradation modes influence the aging behavior of Li-ion batteries, leading to accelerated capacity loss and potential safety issues. Quantifying these aging mechanisms pos…