Concepedia

Jungsoo Kim

JK

15

Publications

752

Citations

14

H-Index

2014

Active since

Affiliations

Pohang University of Science and Technology(Current)

Samsung (South Korea)

Jungsoo Kim is an author at Pohang University of Science and Technology specializing in engineering, lithium-ion batteries, and machine learning.

Top concepts

EngineeringLithium-ion BatteriesEnergy StorageMachine LearningElectrical EngineeringData ScienceEnergy ManagementSystems EngineeringComputer EngineeringDeep Learning

Publications per year

2014–2025

15

Publications

15

Data-efficient parameter identification of electrochemical lithium-ion battery model using deep Bayesian harmony search

Minho Kim, Huiyong Chun, Jungsoo Kim et al. · Applied Energy · 2019 · 125 citations

Nonlinear System Identification, Parameter Identification, Engineering +8

Parameter identification of lithium-ion battery pseudo-2-dimensional models using genetic algorithm and neural network cooperative optimization

Jungsoo Kim, Huiyong Chun, Jongchan Baek et al. · Journal of Energy Storage · 2021 · 91 citations

Electric Battery, Electrical Engineering, Parameter Identification +8

Effective and practical parameters of electrochemical Li-ion battery models for degradation diagnosis

Jungsoo Kim, Huiyong Chun, Minho Kim et al. · Journal of Energy Storage · 2021 · 83 citations

Electric Battery, Electrical Engineering, Chemical Engineering +10

Real-Time Parameter Estimation of an Electrochemical Lithium-Ion Battery Model Using a Long Short-Term Memory Network

Huiyong Chun, Jungsoo Kim, Jungwook Yu et al. · IEEE Access · 2020 · 74 citations · Full text

Engineering, Machine Learning, Batch Normalization +16

Estimation of Li-ion Battery State of Health based on Multilayer Perceptron: as an EV Application

Jungsoo Kim, Jungwook Yu, Minho Kim et al. · IFAC-PapersOnLine · 2018 · 62 citations · Full text

Engineering, Machine Learning, Life Prediction +26

Rows per page

1–5 of 15