32 citations · 39 across the 2 of their papers we have counts for
2 papers
eess.SP2021★ 7 cited
Impedance-based Capacity Estimation for Lithium-Ion Batteries Using Generative Adversarial Network
Seongyoon Kim, Yun Young Choi, Jung-Il Choi
This paper proposes a fully unsupervised methodology for the reliable extraction of latent variables representing the characteristics of lithium-ion batteries (LIBs) from electroch…
physics.comp-ph2019★ 32 cited
A non-intrusive reduced-order modeling method using polynomial chaos expansion
Xiang Sun, Xiaomin Pan, Jung-Il Choi
We propose a non-intrusive reduced-order modeling method based on proper orthogonal decomposition (POD) and polynomial chaos expansion (PCE) for stochastic representations in uncer…