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General Information

Full Name Seongsu Kim
Languages Korean (native), English (fluent)

Education

  • 2025.9 - Now
    Ph.D.
    KAIST, Seoul, Korea
    • Aritificial Intelignece department
  • 2023.2 - 2025.8
    Master Course
    POSTECH, Pohang, Korea
    • Aritificial Intelignece department
  • 2016.3 - 2023.2
    Bachelor of Science
    GIST, Gwangju, Korea
    • Major in Physics.
      • Statistical and Solid state physics
      • Long-range Interation in Ising model
      • Monte Carlo Simulation
    • Minor in Electric Engineering and Computer Science (EECS), Mathematics, and AI

Experience

  • 2025.2 - Now
    Structured and Probabilistic Machine Learning (SPML) Lab
    KAIST, Seoul, Korea
    • Conducting reserches invovled in Geometrical Deep Learning and AI for science
  • 2023.2 - 2025.2
    Machine Learning Lab
    POSTECH, Pohang, Korea
    • Conducting reserches invovled in Geometrical Deep Learning and AI for science
  • 2021.9 - 2023.2
    Lab of Computational Many-body Physics
    GIST, Gwangju, Korea
    • Expolring the critical phenomena of two dimensional anisotropy antiferromagnetic long range Ising model by Monte Carlo simulation.
  • 2023.6 - 2023.7
    Statistical Artificial Intelligence Lab
    KAIST, Daejon, Korea
    • Studied the various techniques of explainable A.I. including LIMES, LRP, CRP, and GRAD-CAM
  • 2020.1 - 2021.8
    Mandatory Military Service
  • 2019.12 - 2020.2
    Lab of Quantum Field & Gravity theory group
    GIST, Gwangju, Korea
    • Participated in a project involved in Deep learning and the AdS/CFT correspondence.

Talks

  • 2025.6
    Accelerating the ab-initio Calculation with the Machine Learning Talks
    • KAIST-MILA Prefrontal AI Workshop
  • 2024.7
    Gaussian Plane-wave Neural Operator for Electron Density Estimation
    • KAIST-POSTECH joint AI Workshop

Honors and Awards

  • 2022
    • ACM-ICPC SEOUL REGIONAL (main contest of Korea)