Dong-Young Lim
Dong-Young Lim
Ulsan National Institute of Science and Technology (UNIST) · Industrial Engineering
Professor
Prof. 임동영
Professor's page · publicationsAbout
임동영 교수 연구실(Machine Learning and Finance Lab)은 UNIST 산업공학과 소속으로(AI대학원 겸임), 확률론·최적화·수치해석을 이용해 복잡한 고차원 시스템을 이론적으로 이해하는 연구를 수행한다. 대규모 AI 모델 학습, 확률적 최적화, 물리 정보 기반 인공지능, 인공신경망을 이용한 시계열 모델링 등을 다룬다. 이론적 결과를 금융·보험·화학·생물 등에 응용한다.
Research keywords
Other labs in this department
- Dong-Sup Kim
Dong Sub Kim
Data driven smart factory, manufacturing innovation, industrial safety
- Seoung Bum Kim
Sungil Kim
System Monitoring & Anomaly Detection, Sequential Learning, Neural Differential Equations, Uncertainty Quantification
- Youngdae Kim
Nonlinear Optimization, High Performance Computing, Variational Inequalities
- Hyungho Na
Reinforcement Learning, Multi-Agent Systems, AI-based Decision-Making, Autonomous Systems and Operations
- Saerom Park
Security-enhanced Machine Learning, Privacy-preserving Machine Learning, Fairness-aware Machine Learning
- Yongjae Lee
Financial Engineering, AI for Finance, Financial Planning, Household and Personal Finance