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김성윤 프로필 사진

김성윤

Seongyoon, Kim

이과대학 수학

이과대학

연구분야

Artificial Intelligence,
Battery Modeling,
Uncertainty Quantification,
배터리 모델링,
불확실성 정량화,
인공지능

2020

2024

연도별 연구 활동 현황

자료유형

Article (10)

발행연도

2020 ~ 2024

2020 2024

언어

English (7)

전체 10건 중 1번부터 10번까지의 결과를 표시합니다.

2024

Article

Deep-learning-based reduced-order modeling to optimize recuperative burner operating conditions

Yang, Mingyu ;
Kim, Seongyoon ;
Sun, Xiang ;
Kim, Sanghyun ;
Choi, Jiyong ;
외 2명

2024-01
Applied Thermal Engineering
Pergamon Press Ltd.

2023

Article

Bayesian parameter identification in electrochemical model for lithium-ion batteries

김성윤 ;
Kim Sanghyun ;
Choi Yun Young ;
CHOI, JUNG IL

2023-11
Journal of Energy Storage
Elsevier BV

Article

Model-free reconstruction of capacity degradation trajectory of lithium-ion batteries using early cycle data

Kim, Seongyoon ;
Jung H. ;
Lee M. ;
Choi Y.Y. ;
최정일

2023-07
eTransportation
Elsevier

2022

Article

Recurrent neural network-induced Gaussian process

Sun X. ;
Kim, Seongyoon ;
Choi J.-I.

2022-10
Neurocomputing
ELSEVIER

Article

Impedance-based capacity estimation for lithium-ion batteries using generative adversarial network

Kim, Seongyoon ;
Choi Y.Y. ;
JUNG-IL CHOI

2022-02
Applied Energy
ELSEVIER SCI LTD

Article

Parameter identification and identifiability analysis of lithium-ion batteries

Choi Y.Y. ;
Kim, Seongyoon ;
Kim K. ;
Kim S. ;
JUNG-IL CHOI

2022-02
Energy Science & Engineering
Wiley-Blackwell

2021

Article

Dynamic Pore Modulation of Stretchable Electrospun Nanofiber Filter for Adaptive Machine Learned Respiratory Protection

Shin J. ;
Jeong S. ;
Kim J. ;
Choi Y.Y. ;
Choi J. ;
... Kim, Seongyoon ;
외 7명

2021-10
ACS Nano
AMER CHEMICAL SOC

Article

Forecasting state-of-health of lithium-ion batteries using variational long short-term memory with transfer learning

Kim, Seongyoon ;
Choi Y.Y. ;
Kim K.J. ;
JUNG-IL CHOI

2021-09
Journal of Energy Storage
Elsevier BV

Article

Binary genetic algorithm for optimal joinpoint detection: Application to cancer trend analysis

Kim, Seongyoon ;
Lee S. ;
JUNG-IL CHOI ;
Cho H.

2021-02
Statistics in Medicine
WILEY-BLACKWELL

2020

Article

Multiple parameter identification using genetic algorithm in vanadium redox flow batteries

Choi Y.Y. ;
Kim, Seongyoon ;
Kim S. ;
Choi J.-I.

2020-02
Journal of Power Sources
Elsevier B.V.