Sohyun Kim

KAIST · Autonomous and Intelligent Systems Lab

Sohyun Kim

M.S. Student in Mobility

I am a master's student at the Cho Chun Shik Graduate School of Mobility, KAIST, and a member of the Autonomous and Intelligent Systems (AIS) Lab.

My research focuses on probabilistic state estimation and nonlinear filtering, with applications in target tracking, situational awareness, and railway vehicle condition monitoring.

Portrait of Sohyun Kim
Daejeon, Republic of Korea
sohyunkim@kaist.ac.kr

Publications

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Journal

Conference

Background

Full CV

Education

  1. 2025 — Present

    KAIST

    M.S. Student, Cho Chun Shik Graduate School of Mobility

  2. 2019 — 2025

    Chung-Ang University

    B.S. in Mechanical Engineering
    GPA 4.43 / 4.50

Research experience

  1. 2025 — Present

    KAIST · AIS Lab

    State estimation, threat assessment, and railway vehicle condition monitoring

  2. 2024 — 2025

    Chung-Ang University · AISL

    Guidance filtering and LSTM-enhanced target tracking

Awards & scholarships 4
  • 2025 — 2027
    Master's Excellence Scholarship (Science and Engineering)

    Ministry of Science and ICT, Korea

  • 2023 — 2025
    National Science & Technology Scholarship

    Full scholarship · Ministry of Science and ICT, Korea

  • 2023
    Top Excellence Award, 2nd EV Energy Challenger

    Korea Energy Agency · Team award

  • 2019, 2022
    Academic Excellence Scholarships

    Chung-Ang University · Top of class in September 2022