김성일 교수
System Monitoring & Anomaly Detection, Sequential Learning,
Neural Differential Equations, and Uncertainty Quantification
System Monitoring & Anomaly Detection, Sequential Learning,
Neural Differential Equations, and Uncertainty Quantification
배터리 상태 진단 및 수명 예측 연구, 배터리 시스템 응용 연구
Artificial photosynthesis, Photocatalysis,
Solar hydrogen, Solar fuels
공정시스템, 자동화, 인공지능
사이버-물리 시스템, 지능형 및 높은 보증 자율성,
네트워크로 연결된 다중 에이전트 시스템, 고장 허용제어, 계획, 예측
Mechanics of composite materials
Predictive model for damage and failure in composite structures
로봇, 로코모션, 매니퓰레이션, 지능제어, 소프트로봇
Mechanics of composite materials, Predictive model for damage and failure in composite structures, In situ experiments
Bioinspired materials and structures, Bioinspired mechanical systems, Nano and microfabrication techniques, Multiscale fabrication and manufacturing
Computational Solid Mechanics, Design Optimization, Structural Nonlinearlity, Multiscale and Multiphysics Modeling
Artificial Intelligence for Manufacturing, Material and Medical Innovation, Additive Manufacturing for Intelligent Metal Components, Digital Twin
바이오 에어로졸, 바이러스 에어로졸, 공기포집장치, 바이오센서