김성윤 프로필 사진

김성윤

Seongyoon, Kim

이과대학

이과대학 수학

ORCID

연구분야

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

자료 필터

자료유형

발행연도

2020 ~ 2024
2020 2024

키워드

언어

전체 10건 중 1번부터 10번까지의 결과를 표시합니다.

2024
Article

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

  • 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

  • 2023-07
  • eTransportation
  • Elsevier
2022
Article

Recurrent neural network-induced Gaussian process

  • 2022-10
  • Neurocomputing
  • ELSEVIER
Article

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

  • 2022-02
  • Applied Energy
  • ELSEVIER SCI LTD
Article

Parameter identification and identifiability analysis of lithium-ion batteries

  • 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

  • 2021-09
  • Journal of Energy Storage
  • Elsevier BV
Article

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

  • 2021-02
  • Statistics in Medicine
  • WILEY-BLACKWELL
2020
Article

Multiple parameter identification using genetic algorithm in vanadium redox flow batteries

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