Professor

Computational Astrophysics Lab.

Computational astrophysics. Numerical hydrodynamic simulations with additional features: magnetic field, radiation, relativistic effects, and nuclear, atomic, and chemical reactions. Applications to astronomical observations related to nuclear astrophysics (stellar evolution, neutron star, and X-ray bursts) and interstellar medium (high velocity clouds and star formation). Multi-messenger astronomy: gravitational wave and neutrino astronomy. Applying the artificial intelligence to analyze the astronomical big data.

UNIST Computer-integrated Manufacturing Lab.

AI for Manufacturing Systems, Computational Design for Additive Manufacturing, Agent-Based Modeling of Complex Systems, Digital Twin and Cyber-Physical Manufacturing

Design Futuring Lab.

Human-Centered Design & AI, Human-Computer Interaction, User Experience, Digital Health

Software Testing and Analysis Research Lab.

Software Engineering for AI domains, AI application for Software Engineering tasks, Software Testing and Analysis, Fuzzing

Data Analytics Lab.

Industrial statistics and data analytics , Quality engineering and management , Statistical process monitoring, Anomaly detection

Accelerated Optimization Laboratory

Mathematical Optimization, GPU-accelerated/AI-Enhanced Optimization, Machine Learning, Energy System Optimization

Data Mining Lab.

Data Mining, Social Network Analysis, Graph Mining, Clustering, Oracle-based mining

Autonomous Systems and Decision-making Lab.

Reinforcement Learning, Multi-Agent Systems, AI-based Decision-Making, Autonomous Systems and Operations, Robot Learning

Safe Artificial Intelligence Lab.

Privacy-preserving Machine Learning (PPML), Fairness-aware Machine Learning, Adversarial Machine Learning

Laboratory of Advanced Imaging Technology ( LAIT )

Generative AI, Computer Vision, Computational Imaging, Multimodal Representation Learning

CORE (COmputational and Reactor physics and Experiment) Lab.

AI-Based Nuclear Engineering, GPU Acceleration, Digital Twin, Reactor Anomaly Diagnosis with AI, XAI

Data Intelligence Lab.

Data Mining, Recommender Systems, Graph Neural Networks (GNNs), and Trustworthy AI

Financial Engineering Lab.

Financial Engineering, Personal/Household Finance, Optimization, Machine Learning, AI for Finance

Radiation & Medical Intelligence Lab. ( RAMI )

Deep Learning (AI) Application in Medical Domain, Computer Vision, Radiological Physics, Medical Imaging

Machine Learning and Finance Lab.

Stochastic Optimization, Multi-Objective Optimization, Inverse Optimization, Physical Simulation, Stochastic Analysis

Intelligence and Control-based BioMedicine Lab.

AI-based Medical Device, Medical Digital Twin, Clinical Decision Support, Digital Healthcare, Medical Informatics

Intelligent Remote sensing and geospatial Information Science (IRIS) Lab.

Remote Sensing, Disaster Monitoring and Prediction, Climate Change, Data Fusion, Machine Learning, Deep Learning

Service Engineering & Knowledge Discovery Lab.

Knowledge Service, Service Intelligence, Knowledge Discovery

Robotics and Mobility Lab.

control theory, motion planning, optimization methods, learning-based algorithms, robotics, autonomous systems, future mobility, self-driving cars safe learning-based algorithms, behavior/intent prediction, safety against malicious attacks, high-performance robotic maneuvers, traffic control for self-driving cars, energy-efficient driving

Intelligent Manufacturing & Materials Lab.

AI Based Manufacturing Technology, AI-PHM, Smart Mechanical Systems

Changwook Jeong Research Group.

Robust PDE surrogate modeling, AI-enabled forward–inverse Co-optimization (semiconductors), Machine learning potential (MLP), Material discovery

Photonic Intelligence Lab.

Nanophotonics, Semiconductor Photonics, Optical Neural Network, Computer Vision, Deep Learning

Physical AI for Transfomative Materials Discovery

Reticular Chemistry, Algorithm, Metal–Organic Frameworks (MOFs), Autonomous Experimentation