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Robin Ganghyeok Lee

Table of Contents

PhD Candidate
Yonsei University

Research Interests: AI in Finance, Econophysics, Energy Economics

Email: ganghyeok(at)yonsei(dot)ac(dot)kr

CV · LinkedIn · Google Scholar · ORCID

Education
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Yonsei University
MA/PhD in Industrial Engineering, 2023–2026 (expected)

University of Oxford
BA in Mathematics, 2016–2020

Short-term Training
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  • 2025
    • ICONS Interdisciplinary Research Academy
      • Institute of Convergence Science, Yonsei University
    • Advanced Deep Learning with Python
      • Institute of Data Science, Yonsei University
    • Quantum Machine Learning using Python
      • Institute of Data Science, Yonsei University
    • Utilizing large-scale machine learning models
      • Institute of Data Science, Yonsei University
  • 2024
    • Quantum Computing: Qiskit Global Summer School
      • IBM
  • 2022
    • Boostcamp AI Tech (NLP Track)
      • NAVER Connect Foundation

Publications
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  1. Lee, G., Jeong, M., Park, T., & Ahn, K., (2025). More than ex-post fitting: log-periodic power law and its AI-based classification. Humanities and Social Sciences Communications, 12(1), 1-13. (SSCI, Top 6.8%, JCR 2024)

  2. Lim, K., Shin, J., Goo, G., Lee, G., & Ahn, K. (accepted). Strategic self-presentation and its effects on first date success. Springer Proceedings in Mathematics and Statistics. (SCOPUS)

  3. Lee, G., Joo, K., & Ahn, K. (2020, July). Market efficiency of the crude palm oil: Evidence from quantum harmonic oscillator. Journal of Physics: Conference Series, 1593, 012037. (SCOPUS)

Working Papers
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  1. Quantitative structure and sentiment of news articles on housing policies.
    • Submitted to Chaos. (SCIE, Top 3.6%, JCR 2024)

Work in Progress
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  1. Pairs trading with biofuel feedstock commodities
  2. Controlled Growth Process with FOMC minutes
  3. Nuclear power plant decomposition using algorithm-based AI detection
  4. Survival of primary care institutions in South Korea with LLM

Funding
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  1. Quantum ARC seed funding (Round 2): Scotland-Korea collaboration on quantum simulation in asset pricing based on the quantum harmonic oscillator

Reviewer
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Carbon Balance and Management, Cogent Economics and Finance, Computational Economics, Emerging Markets Review, Humanities and Social Sciences Communications, International Review of Economics and Finance, Journal of Transport Economics and Policy, Pattern Recognition Letters, Physica A, PLoS ONE, Renewable Energy, Scientific Reports, Technological Forecasting and Social Change