E-mail: yeunpark_at_postech.ac.kr
Research Topic
AI Systems for Productivity Prediction in Manufacturing
Recommendation System by Analyzing Semi-structured Data
Data Quality Assessment Framework of ERP Data
Research Experience
Guest Researcher (04/2022 ~ Current)
Engineering Laboratory, NIST (National Institute of Standards and Technology), Gaithersburg, MD, United States
E-mail: kisuk13577_at_postech.ac.kr
Research Topic
Content Recommendation system
Data Preparation for AI modeling
AI Systems for Quality Control in Manufacturing
Research Experience
Guest Researcher (01/2024 ~ Current)
Engineering Laboratory, NIST (National Institute of Standards and Technology), Gaithersburg, MD, United States
E-mail: dohyeono_at_postech.ac.kr
Research Area
AI-Based Decision Support
Recommender System
Research Topic
Real-time Production Plan Rearrangement considering Supply Risks
Course Recommender System Based on Users' Learning Experience
E-mail: kimchistar_at_postech.ac.kr
Research Area
Digital Transformation in Manufacturing
Manufacturing Data Analytics
Research Topic
Over Product Order Detection based on Supplier Production Capacity Prediction
BOM GAP detection DX system development
E-mail: mj981207_at_postech.ac.kr
Research Area
Smart Manufacturing
Digital Transformation in Manufacturing
Manufacturing Data Analytics
Research Topic
Over Product Order Detection based on Supplier Production Capacity Prediction
Anomaly Detection and Predictive Maintenance in Manufacturing System
E-mail: jbcho.pos_at_gmail.com
Research Area
Data Mining Application in Manufacturing
Decision Support Systems
Research Topic
Deep Learning aided Quality Inspection
Failure Detection for Predictive Maintenance
E-mail: jihoonnam_at_postech.ac.kr
Research Area
Manufacturing Data Analysis
Applications of AI in Manufacturing System
Research Topic
Deep Learning based Fault Detection and Predictive Maintenance
Root Cause Analysis using Multimodal Data Fusion
E-mail: yjcho97_at_postech.ac.kr
Research Area
Advanced Data Engineering for Industrial Systems
Predictive Analysis and Machine Learning in Manufacturing
Research Topic
Solving Ill-posed Problem via Transforming Data Representation
Inverse Conversion in Deep Neural Networks
E-mail: syshin26_at_postech.ac.kr
Research Area
Smart Manufacturing
Manufacturing Data Analytics and AI
Research Topic
Anomaly Detection & Production Quality Analysis
Real Time Decision-making Systems Leveraging Manufacturing Data
E-mail: sikim13_at_postech.ac.kr
Research Area
Responsible AI
Model Monitoring and Reliability
Research Topic
Robustness and Stability of Deployed Models
AI Model Performance Degradation Analysis