교원

Computational Astrophysics Laboratory. 전산천체물리학 연구실

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. UNIST 생산기술 연구실

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

Design Futures Lab. 디자인 퓨쳐스 연구실

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

Computational Advanced Nanomechanics (CAN). 전산나노역학

· 위상부도체 : 특정주파수의 기계적 진동이나 음향을 온전하게 전파하거나 아예 전파를 막는 인위적인 구조의 원리규명 및 설계 연구 · 전위론 : 재료 내 전위가 이동할 때 주변의 응력장 및 전위의 속도 변화, 에너지 손실 등, 움직이는 전위의 역학적 특성 및 이동성에 관한 연구 · 나노균열 : 재료 내 나노스케일의 균열이 존재할 때 J-적분 및 파괴(fracture) 특성에 관한 연구 (연속체 파괴역학과 비교 연구) · 음의 물성을 갖는 재료 : 프와송 비나 열팽창 계수가 음인 구조 또는 나노 재료에 대한 원리 규명 및 특성에 관한 연구 · 역학적 특이 특성 : 역학적 상호성이 깨지거나 (non-reciprocity) 또는 강성행렬의 대칭성이 깨지는(non-Hermitian) 특이 구조 연구

Data Analytics Lab. 데이터 애널리틱스 연구실

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

Accelerated Optimization Laboratory. 가속화된 최적화 연구실

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

Data Mining Lab. 데이터마이닝 연구실

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

Autonomous Systems and Decision-making Lab. 자율 시스템 및 의사결정 연구실

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

Safe Artificial Intelligence Lab. 안전한 인공지능

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

Scientific Artificial Intelligence Lab. 과학인공지능 연구실.

Advanced scientific computing, Autonomous laboratory, AI for materials science

Laboratory of Advanced Imaging Technology ( LAIT ). 컴퓨터 비전 및 바이오 영상신호처리 연구실

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

CORE Lab. 전산 노물리 및 실험 연구실

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

Data Intelligence Lab. 데이터 인텔리전스 연구실

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

Financial Engineering Lab. 금융공학연구실

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

Radiation & Medical Intelligence Lab. 방사선 및 의료 지능 연구실

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

Machine Learning and Optimization Lab.

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

Intelligence and Control-based BioMedicine Lab. 지능 및 제어 기반 생명의학

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

Intelligent Remote sensing and geospatial Information Science (IRIS) Lab. 환경원격탐사/인공지능 연구실

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

Service Engineering & Knowledge Discovery Lab. 서비스지능 연구실

Knowledge Service, Service Intelligence, Knowledge Discovery

Robotics and Mobility Lab. 로보틱스 및 모빌리티 연구실

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. 지능형 생산 및 소재 연구실

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

Changwook Jeong Research Group. 정창욱 연구 그룹

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

Photonic Intelligence Lab. 광지능 연구실

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