International Journal
1. S. Kim, S. Yang and N. Kang, "Distance-Aware Attention and Wall-Distance Expert Routing for Transformer-Based 3D Flow Prediction", Arxiv
International Conference
1. Kim, S., Yang, S., and Kang, N.* (2026) "An Efficient Cross-Attention Method for Large-Scale 3D Flow Field Prediction", the Asian Congress of Structural and Multidisciplinary Optimization 2026 (ACSMO 2026).
Domestic Conference
1. M. Song, M. Kim, S. Kim and S. Song, "Reliability Assessment of HYU Subsonic Wind Tunnel by CFD and PIV", The Korean Society of Mechanical Engineers, 2024
2. J. Han, S. Kim., S. Kim, S. Yang, ... and N. Kang, "Time-Series Flow Field Prediction of Multi-Cylinder using Spatio-Temporal Coordinate-based Neural Network", The Korean Society of Mechanical Engineers, 2025
3. Kim, S., Yang, S., Kim, S., Han, J., ... and Kang, N.* (2025) "Spatio-Temporal Flow Field Prediction of Variable Multi-Cylinder Configurations via DeepONet", The Korean Society of Mechanical Engineers, 2025
4. Kim, S., Yang, S., Kim, S., Han, J., and Kang, N.* (2025) "Transformer-based Framework for Large-Scale 3D Flow Prediction", The Korean Society of Mechanical Engineers, 2025
5. Kim, S., Han, J., Kim, S., Cho, Y., and Kang, N.* (2025) “Manufacturing-Aware 3D Geometry Post-Processing Framework via Depth Maps for 3-Axis CNC Milling”, The Korean Society of Mechanical Engineers, 2025
6. Kim, S., Han, J., Kim, S., Cho, Y., and Kang, N.* (2025) “Manufacturing-Aware 3D Geometry Post-Processing Framework via Depth Maps for 3-Axis CNC Milling”, The Korean Society of Mechanical Engineers, 2025
7. Kim, S., Han, J., Kim, S., Cho, Y., and Kang, N.* (2025) “Manufacturing-Aware 3D Geometry Post-Processing Framework via Depth Maps for 3-Axis CNC Milling”, The Korean Society of Mechanical Engineers, 2025
8. Kim, S., Yang, S., and Kang, N.* (2026) "3D Vehicle Aerodynamic Field Prediction Using Physics-Conditioned Expert Transformer", The Korean Society of Mechanical Engineers, 2026