Publications

2026

Reassessing Negative 24 h pH Impedance Tests for Hidden Gastroesophageal Reflux Disease Using Multi Feature Anomaly Detection
Lee, S., Lee, J., Park, D., Lee, S. K., Cho, J. H., Lee, K. G.^*, Kim, H. M.^*, and Ryu, S.^*

npj Digital Medicine (2026)doi →
Inverse Design of Thermally Active Composite via Policy-Transferred Reinforcement Learning
Lee, S.^†, Kang, S.^†, Nam, J., Yu, J., Kim, M., and Ryu, S.^*

Materials Horizons (2026)doi →
Federated Learning for Privacy-Preserving Quality Prediction in the Globalized Plastic Injection Molding Industry
Kim, J.-Y.^†, Lee, S.^†, Yu, J., Lee, J., and Ryu, S.^*

International Journal of Precision Engineering and Manufacturing (2026)doi →

2025

Physics-Informed Neural Operators for Generalizable and Label-Free Inference of Temperature-Dependent Thermoelectric Properties
Moon, H.^†, Lee, S.^†, Demeke, W.^*, Ryu, B., and Ryu, S.^*

npj Computational Materials (2025)doi →

2022

A Study on Deep Learning-Based Fault Diagnosis and Classification for Marine Engine System Auxiliary Equipment
Kim, J.^†, Lee, T.^†, Lee, S., Lee, J., Lee, W., Kim, Y.^*, and Park, J.^*

Processes 10(7), 1345 (2022)doi →
A Study on the Application of Discrete Wavelet Decomposition for Fault Diagnosis on a Ship Oil Purifier
Lee, S.^†, Lee, T.^†, Kim, J., Lee, J., Ryu, K., Kim, Y.^*, and Park, J.^*

Processes 10(8), 1468 (2022)doi →
A Study on the Development of a Failure Simulation Database for Condition Based Maintenance of Marine Engine System Auxiliary Equipment
Kim, J., Lee, T., Lee, S., Lee, J., Shin, D., Lee, W., and Kim, Y.^*

Journal of the Society of Naval Architects of Korea 59(4), 200-206 (2022)doi →
A Study on the Development of Database and Algorithm for Fault Diagnosis for Condition Based Maintenance of Rubber Seal in Ancillary Equipment of Autonomous Ships
Lee, S., Kim, J., Lee, J., Kim, Y., Kim, S., and Lee, T.^*

Journal of Applied Reliability 22(1), 48-58 (2022)doi →