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Research Areas
Scientific Machine Learning
Scientific Machine Learning
Large Language Models (LLMs)
LLM-based Multi-Agent Systems
Physics-Informed Neural Networks
Quantum Machine Learning
Statistical Physics
Statistical Physics
Percolation, Synchronization, ...
Protein-Protein Interaction Networks, Active Matter, Social Networks, ...
Carbon Neutrality, Carbon Storage, ...
Statistics
Statistics
Signal & Image Processing
Wavelet Transform, Fourier Transform, ...
Optimization
Optimal Transport
Quantum Information Science
Quantum Information Science
Quantum Networks & Error Correction
Quantum Optimization
Quantum Communication
Quantum Optimal Transport
Atmospheric Science
Atmospheric Science
Satellite Remote Sensing
Atmospheric Motion Vectors
Turbulence
Digital Complex Systems
Digital Complex Systems
Client–Server Protocol Analysis
Secure Protocol Design
Game-Based Multi-Agent Simulation
Emergent Collective Behavior
Ongoing Collaborations
We currently collaborate with researchers and public-sector partners at the following institutions and organizations:
United States
Massachusetts Institute of Technology
Harvard University
Texas A&M University
South Korea
Seoul National University
Sungkyunkwan University
Hanyang University
Jeonbuk National University
Gyeongsang National University
Michuhol-gu Office, Incheon (Government–University Collaboration)
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