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SCIESCOPUS
A rapid multiphysics framework for predicting thermal runaway propagation in lithium-ion battery packsGo to Link

Kwak, Eunji; Jeong, Jinho; Kim, Jun-hyeong; Oh, Ki-Yong

ArticleIssue Date2026CitationETRANSPORTATION, v.28, pp 1 - 19PublisherELSEVIER
SCIESCOPUS
Accelerated degradation framework of lithium-ion batteries with physics-informed domain shift learningGo to Link

Jang, Taegyu; Jeong, Jinho; Kwak, Eunji; Yoo, Mikyong; Lee, Sungil; Oh, Ki-Yong

ArticleIssue Date2026CitationJOURNAL OF ENERGY STORAGE, v.154, pp 1 - 19PublisherELSEVIER
SCIESCOPUS
Control-oriented multiphysics model of a lithium-ion battery for thermal runaway estimation under operational and abuse conditionsGo to Link

Kim, Jun-Hyeong; Kwak, Eunji; Jeong, Jinho; Oh, Ki-Yong

ArticleIssue Date2024CitationApplied Thermal Engineering, v.254, pp 1 - 18PublisherPergamon Press Ltd.
SCIESCOPUS
Integrated framework for SOH estimation of lithium-ion batteries using multiphysics featuresGo to Link

Son, Seho; Jeong, Siheon; Kwak, Eunji; Kim, Jun-hyeong; Oh, Ki-Yong

ArticleIssue Date2022CitationEnergy, v.238, no.PartA, pp 1 - 18PublisherPergamon Press Ltd.
SCIESCOPUS
Multiphysics-informed thermal runaway model for estimating the pressure evolution induced by the gas formation in a lithium-ion batteryGo to Link

Kwak, Eunji; Kim, Jun-hyeong; Jeong, Jinho; Oh, Ki-Yong

ArticleIssue Date2024CitationApplied Thermal Engineering, v.246, pp 1 - 17PublisherPergamon Press Ltd.
SCIESCOPUS
Novel active management of compressive pressure on a lithium-ion battery using a phase transition actuatorGo to Linkopen access

Jeong, Jinho; Kwak, Eunji; Kim, Jun-hyeong; Oh, Ki-Yong

ArticleIssue Date2022CitationENERGY REPORTS, v.8, pp 10762 - 10775PublisherELSEVIER
SCIESCOPUS
Physics-informed latent ensemble DeepONet with synthetic data for real-time thermal runaway prognosis of a lithium-ion batteryGo to Link

Jeong, Jinho; Kwak, Eunji; Kim, Jun-hyeong; Oh, Ki-Yong

ArticleIssue Date2026CitationeTransportation, v.28, pp 1 - 32PublisherElsevier B.V.
SCIESCOPUS
Physics-informed Markov chain model to identify degradation pathways of lithium-ion cellsGo to Link

Kim, Jun-Hyeong; Kwak, Eunji; Jeong, Jinho; Oh, Ki-Yong

ArticleIssue Date2024CitationIEEE Transactions on Transportation Electrification, v.10, no.2, pp 3468 - 3481PublisherIEEE
SCIESCOPUS
Prediction of thermal runaway for a lithium-ion battery through multiphysics-informed DeepONet with virtual dataGo to Link

Jeong, Jinho; Kwak, Eunji; Kim, Jun-hyeong; Oh, Ki-Yong

ArticleIssue Date2024CitationeTransportation, v.21, pp 1 - 20PublisherElsevier
SCOPUS
Real-time Thermal Runaway Prognosis of a Lithium-ion Battery via Physics-informed Latent Ensemble DeepONet with Synthetic DataGo to Link

Jeong, Jinho; Kwak, Eunji; Kim, Junhyeong; Oh, Ki-yong

ArticleIssue Date2025CitationProceedings of the Annual Conference of the Prognostics and Health Management Society, PHM, v.17, no.1, pp 1 - 6
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