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Yunseok Choi

Ulsan National Institute of Science and Technology · 工学

研究室紹介

Professor Yunseok Choi's research lab specializes in advanced energy storage systems, with a primary focus on solid-state and seawater batteries for sustainable and safe energy solutions. The lab develops innovative ceramic-polymer composite electrolytes, such as ERTCF and NASICON-based materials, to enhance ionic conductivity and mechanical robustness in solid-state batteries. Key research directions include battery health prognosis using machine learning models like D-GELS for accurate State of Health (SOH) prediction, and optimizing cell architecture and materials to mitigate parasitic reactions and improve scalability. The lab also investigates novel battery chemistries, such as rechargeable seawater batteries, to leverage abundant natural resources for next-generation energy storage.

solid-state batteriesseawater batteriesbattery health prognosisceramic-polymer compositesionic conductors

Research Overview

Papers
25
Total Citations
401
Papers (5y)
20
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
20total
2021
2022
2023
2024
2025
Citations per year (5y)
273total
20212022202320242025

Selected Papers

15
1
Article|88 citations·2021
Capacity estimation of batteries: Influence of training dataset size and diversity on data driven prognostic models
Vijay Mohan Nagulapati, Hyunjun Lee, Dawoon Jung, Boris Brigljević, Yunseok Choi, Hankwon Lim
SJR Q1Reliability Engineering & System Safety
Automotive EngineeringEngineering
2
Article|52 citations·2021
A novel combined multi-battery dataset based approach for enhanced prediction accuracy of data driven prognostic models in capacity estimation of lithium ion batteries
Vijay Mohan Nagulapati, Hyunjun Lee, Dawoon Jung, SalaiSargunan S Paramanantham, Boris Brigljević, Yunseok Choi, Hankwon Lim
SJR Q1Energy and AIOA

To ensure smooth and reliable operations of battery systems, reliable prognosis with accurate prediction of State of Health of lithium ion batteries is of utmost importance. However, battery degradation is a complex challenge involving many electrochemical reactions at anode, separator, cathode and electrolyte/electrode interfaces. Also, there is significant effect of the operating conditions on the battery degradation. Various machine learning techniques have been applied to estimate the capaci

Automotive EngineeringEngineering
3
Article|38 citations·2020
Design of Large‐Scale Rectangular Cells for Rechargeable Seawater Batteries
Youngjin Kim, Ahmad M. Harzandi, Jinho Lee, Yunseok Choi, Youngsik Kim, Youngsik Kim, Youngsik Kim
SJR Q1Advanced Sustainable Systems

Abstract Rechargeable seawater batteries (SWBs) are regarded as sustainable alternatives to Li‐ion batteries due to the use of an unlimited and free source of Na ion active materials. Although many approaches including the introduction of new catalysts have successfully improved the performance of SWBs, reconsidering the cell design is an urgent requirement to improve the performance and scale up the production of practical batteries. In this study, by adjusting the maximum space efficiency, a r

Electrical and Electronic EngineeringEngineering
4
Article|36 citations·2020
An epoxy-reinforced ceramic sheet as a durable solid electrolyte for solid state Na-ion batteries
Young Jun Lim, Jinhyup Han, Hyunwoo Kim, Yunseok Choi, Eungje Lee, Youngsik Kim
SJR Q1Journal of Materials Chemistry AOA

A NASICON ceramic electrolyte are pre-formed with sintering ion conduction channel and epoxy-resin polymer infiltrate inside of NASICON pores. This method maintains ionic conductivity of ceramic and can fabricate thin sheet-type solid electrolyte.

Electrical and Electronic EngineeringEngineering
5
Article|27 citations·2020
3D Ion‐Conducting, Scalable, and Mechanically Reinforced Ceramic Film for High Voltage Solid‐State Batteries
Hyun Woo Kim, Jinhyup Han, Young Jun Lim, Yunseok Choi, Eungje Lee, Youngsik Kim
SJR Q1Advanced Functional MaterialsOA

Abstract Concerning the safety aspects of Li + ion batteries, an epoxy‐reinforced thin ceramic film (ERTCF) is prepared by firing and sintering a slurry‐casted composite powder film. The ERTCF is composed of Li + ion conduction channels and is made of high amounts of sintered ceramic Li 1+ x Ti 2‐ x Al x (PO 4 ) 3 (LATP) and epoxy polymer with enhanced mechanical properties for solid‐state batteries. The 2D and 3D characterizations are conducted not only for showing continuous Li + ion channels

Electrical and Electronic EngineeringEngineering
6
Article|26 citations·2020
Identifying the mechanism and impact of parasitic reactions occurring in carbonaceous seawater battery cathodes
Wonsuk Lee, Jehee Park, Jaehyun Park, Seok Ju Kang, Yunseok Choi, Youngsik Kim
SJR Q1Journal of Materials Chemistry A

Carbon corrosion and calcium carbonate precipitation were identified as parasitic cathode side-reactions occurring during charge and discharge of the seawater battery, hazardously impacting the cell performance.

Automotive EngineeringEngineering
7
Article|25 citations·2023
Deep-learning based spatio-temporal generative model on assessing state-of-health for Li-ion batteries with partially-cycled profiles
Seojoung Park, Hyunjun Lee, Zoe K. Scott-Nevros, Dongjun Lim, Dong‐Hwa Seo, Yunseok Choi, Hankwon Lim, Donghyuk Kim
SJR Q1Materials Horizons

. D-GELS shows an accurate performance for SOH prediction, less than 0.012 of RMSE, was predicted regardless of cathode materials, and its applicability was confirmed. Furthermore, D-GELS was capable of predicting the SOH using partially-cycled data, since less than 0.046 of RMSE was observed even with 50% of the image missing. When using partially-cycled profiles, significant economic benefits can be seen in used battery management, as the number of assessed batteries increases greatly, leading

Automotive EngineeringEngineering
8
Article|22 citations·2022
Development of Rechargeable Seawater Battery Module
Dongyeop Kim, Jeong-Sun Park, Wang‐Geun Lee, Yunseok Choi, Youngsik Kim
SJR Q1Journal of The Electrochemical SocietyOA

Rechargeable seawater batteries (SWBs) use Na + ions dissolved in water (seawater or salt-water) as the cathode material. They are attracting attention for marine applications such as light buoys, marine drones, auxiliary power for sailing boats and so on. So far, SWB design has been developed from the coin-type to prismatic-shape cell for research purposes to investigate cell components and electrochemical behaviors. However, for commercial applications, that generally require >12 V and >

Automotive EngineeringEngineering
9
Article|19 citations·2022
What is the optimized cost for a used battery?: Economic analysis in case of energy storage system as 2nd life of battery
Hyunjun Lee, Dongjun Lim, Boreum Lee, Jiwon Gu, Yunseok Choi, Hankwon Lim
SJR Q1Journal of Cleaner Production
Electrical and Electronic EngineeringEngineering
10
Article|17 citations·2022
Zero fire battery concept: water-in-battery
Junho Bae, Hyuntae Bae, Jihun Cho, Jae-Beom Jung, Yunseok Choi, Youngsik Kim
SJR Q1Journal of Materials Chemistry A

The fire condition of lithium-ion batteries is satisfied by fulfilling three elements. Through the concept of Water-in-Battery (WiB), fire can be suppressed by controlling these elements via direct water penetration into the cell, reducing temperature and blocking oxygen.

Automotive EngineeringEngineering
11
Article|12 citations·2024
Experimental investigation on the influence of copper foam characteristics on pool boiling heat transfer
Yunseok Choi, Sung Jin Kim, Il Woong Park, Hyun Sun Park, Yeon-Gun Lee
SJR Q1International Communications in Heat and Mass TransferOA

Advancements in technology have led to electronics with higher power densities, which strains the sustainability of these devices. In this context, using metal foams in pool boiling can provide solutions by enhancing heat transfer. The porous structure of metal foams affects the boiling parameters such as critical heat flux (CHF) and boiling heat transfer coefficient (BHTC). To study these effects, copper foams of varying thicknesses and PPI were used, and they were attached to smooth silicon su

Mechanical EngineeringEngineering
12
Article|9 citations·2023
A deep learning-based framework for battery reusability verification: one-step state-of-health estimation of pack and constituent modules using a generative algorithm and graphical representation
Seojoung Park, Dongjun Lim, Hyunjun Lee, Dawoon Jung, Yunseok Choi, Hankwon Lim, Donghyuk Kim
SJR Q1Journal of Materials Chemistry A

A non-invasive approach to reveal the health of individual modules, replying on the state-of-health of the battery pack, is achieved through generative adversarial networks (GAN) with spatialized battery pack cycling profiles.

Automotive EngineeringEngineering
13
Article|7 citations·2021
Disinfection-Dechlorination Battery for Safe Water Production
Jeong-Sun Park, Seohae Kim, Yunseok Choi, Ahmad M. Harzandi, Youngsik Kim
SJR Q1ACS ES&T Water

With increasing population growth, it is necessary to meet safe water demands. Water disinfection through chlorination is the most commonly used method for safe water production. The electrolysis of salted water is a promising technology for the on-site generation of disinfecting agents, however, its low efficiency and inability to neutralize the remaining free chlorine makes electrolysis inefficient. The introduction of a cation permeable membrane between anode and cathode can help to improve t

Health, Toxicology and MutagenesisEnvironmental Science
14
Article|6 citations·2023
Diagnosis of high-Ni NCA/Gr-Si cells before rapid capacity drop by monitoring the heterogeneous degradation
Tae Young Kim, Soobin Park, JunWoo Bae, Da‐Woon Jung, Hansu Cheon, Wang‐Geun Lee, Yunseok Choi
SJR Q1Materials Horizons

Understanding the degradation of lithium-ion batteries is of utmost significance for preventing unexpected capacity drops and addressing safety concerns. The manner in which batteries degrade during operation has a notable influence on their subsequent cycle performance. In particular, the rapid capacity drop related to the spatial heterogeneity of the anode degradation highlights the necessity of a health indicator for an accurate battery diagnosis. A novel health indicator established in this

Electrical and Electronic EngineeringEngineering
15
Article|6 citations·2024
Lithium-Ion Batteries (LIBs) Immersed in Fire Prevention Material for Fire Safety and Heat Management
Junho Bae, Yunseok Choi, Youngsik Kim
SJR Q1EnergiesOA

Lithium-ion batteries (LIBs) have emerged as the most commercialized rechargeable battery technology. However, their inherent property, called thermal runaway, poses a high risk of fire. This article introduces the “Battery Immersed in Fire Prevention Material (BIF)”, the immersion-type battery in which all of the LIB cells are surrounded by a liquid agent. This structure and the agent enable active battery fire suppression under abusive conditions while facilitating improved thermal management

Automotive EngineeringEngineering

Research Areas

Automotive EngineeringElectrical and Electronic EngineeringMechanical EngineeringHealth, Toxicology and MutagenesisMaterials ChemistryAtmospheric Science

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