New Member
Welcome to
System Intelligence & Analytics Lab
시스템 인텔리전스 및 애널리틱스 연구실
The System Intelligence & Analytics (SIA) Lab is a research group at Korea University.
Our aim is advance system intelligence through AI- and machine learning-driven data analytics.
News
All news →Sponsored Project
Our lab has been selected for a research project funded by the National Research Foundation of Korea (한국연구재단), titled “Development of Q-PINN-based Dark Factory Core Technology for Real-time Virtual Metrology and Autonomous Control in Semiconductor Fabrication Processes.” The project aims to develop Q-PINN-based technologies for real-time virtual metrology and autonomous control in semiconductor manufacturing.
Best Paper Award
Congratulations to Seungjun Chu (추승준) on receiving the Best Paper Award at the 2026 Korean Society of Supply Chain Management Conference for the paper, “A Satellite Image-Based Framework for Digitizing Port Yard States and Evaluating Spatial Operational Decisions.”
New Member
Thrilled to welcome Dr. Seongyoon Kim (김성윤) as a new Postdoctoral Researcher in our team! Dr. Kim's research focuses on personalized reward modeling through the lens of federated learning, with interests spanning personalized AI, distributed learning, and meta-learning.
With the rapid growth of computing power and emerging technologies, systems are becoming increasingly smart and connected, comprising interconnected intelligent entities such as machinery in smart factories, connected vehicles, and wearable devices. We are dedicated to developing innovative methodologies that harness heterogeneous, real-time, multimodal, and dynamic data often arising from modern intelligent systems in order to enable reliable and adaptive prediction and decision-making. Our approaches support applications in smart manufacturing, digital health, system safety & reliability, and beyond.
Contact
SIA Lab. @ KU
Engineering Building 548Anam-ro 145 (Korea University), Seongbuk-gu, Seoul, Republic of Korea 02841
시스템 인텔리전스 및 애널리틱스 연구실
서울특별시 성북구 안암로 145 (고려대학교) 공학관 548