7 citations · 8 across the 2 of their papers we have counts for
3 papers
cs.LG2024
Enhancing Topological Dependencies in Spatio-Temporal Graphs with Cycle Message Passing Blocks
Minho Lee, Yun Young Choi, Sun Woo Park +3
Graph Neural Networks (GNNs) and Transformer-based models have been increasingly adopted to learn the complex vector representations of spatio-temporal graphs, capturing intricate…
eess.SP2023★ 1 cited
Model-Free Reconstruction of Capacity Degradation Trajectory of Lithium-Ion Batteries Using Early Cycle Data
Seongyoon Kim, Hangsoon Jung, Minho Lee +2
Early degradation prediction of lithium-ion batteries is crucial for ensuring safety and preventing unexpected failure in manufacturing and diagnostic processes. Long-term capacity…
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…