2026
A Fully Data-Driven 3D CNN Framework for Volumetric Reconstruction of a Deformed Bubble from Two Orthogonal Views
신상오, 한장훈, 송민섭
KNS 2026 Spring Meeting, Oral
Publications
Publications
- Journal
- 21
- Conference
- 29
- Patent
- 4
- Award
- 8
503 citations · h-index 12 · i10-index 15Google Scholar, as of September 2026
54 items
2026
B. Cho, C. Song, M. Lee, J. Jeon, M. Song
Nuclear Engineering and Technology, pp. 104328
Extended version of the NURETH-21 paper (special issue)
2026
Experimental Validation of a Novel Refractive Index Matching Technique Using SLA 3D-Printed Models for Optical Flow Measurements in Nuclear Thermal-hydraulic Experiments
신상오, 송민섭
ANS Annual Meeting 2026, Oral
2026
H. Moon, H. Dong, S. Oh, M. Song, S. Song
Physics of Fluids, Vol. 38
2026
Magnetic Resonance Velocimetry Study of Secondary Flow and Vortex Migration in a Helical Cruciform Fuel Bundle
Award문현기, 동항베이, 오세진, 송시몬, 송민섭
KNS 2026 Spring Meeting, Poster
2026
Pressure-Based Assessment of SST-IDDES for Surface Pressure and FIV-Relevant Metrics in Staggered Tube-Bundle Cross-Flow
조범진, 송민섭
KNS 2026 Spring Meeting
2026
Refractive-index-matched flow visualization loop
굴절률 일치 유동 가시화 루프
이혁준, 송민섭
Patent application
2026
Method and system for volumetric 3D reconstruction of an irregular bubble using two orthogonal views and a 3D convolutional neural network
직교하는 2방향 이미지와 3D 합성곱 신경망을 이용한 비정형 기포의 3차원 체적 복원 방법 및 시스템
신상오, 송민섭
Patent application
2025
A Reduced-Order Multi-Variable Surrogate Approach for Cross Flow Dynamics in Helical Coil Steam Generators Using POD and LSTM
Award조범진, 송민섭
KNS 2025 Autumn Meeting, Poster
2025
CFD Analysis of Spacer Grid-Induced Cross-Flow and Vortex Structures Using URANS and DES Models
Award송채현, 송민섭
KNS 2025 Autumn Meeting, Poster
2025
Design and CFD Evaluation of Additively Manufactured Heat Exchanger for Small Modular Reactors and Microreactors
Award김진수, 신상오, 한장훈, 송민섭
WORTH-11, Student session
2025
J. S. Yoo, M. Song, S. Qin
Applied Thermal Engineering, Vol. 278, pp. 127475
2025
Development of a FLUENT-Based Thermal-Hydraulic Analysis Code Framework for Steam Generators using pyAnsys
조범진, 김진수, 배기원, 조형규, 송민섭
KNS 2025 Spring Meeting, Oral
2025
Efficient Prediction of Turbulent Cross Flow in Helical Coil Steam Generators of SMR via Deep Learning–Driven Reduced-Order Models
조범진, 송민섭
NURETH-21
Extended and published as a journal paper
2025
Enhanced Thermal Management in Fuel Assemblies Using Vapor Chambers: A Comparative Assessment with Conventional Flow Designs
이혁준, 송민섭
Korean Institute of Hazardous Materials 2025
2025
Flow Analysis in a 3×3 Helical Cruciform Fuel Bundle Using Magnetic Resonance Velocimetry for CFD Validation
문현기, 오세진, 동항베이, 송시몬, 송민섭
NURETH-21
2025
High-Fidelity CFD-Informed Dataset Generation for Machine Learning Applications in SMR Thermal-Hydraulics
Award송채현, 송민섭
Applied AI Conference (AAICON) 2025
2025
Numerical Analysis of Flow Characteristics in Large Diameter Helical Coils with Constant Diameter
한장훈, 신상오, 송민섭
KNS 2025 Spring Meeting, Poster
2025
Numerical Investigation of Flow Regime-Dependent Bubble Behavior in Helical Coils: Effects of Curvature and Torsion
한장훈, 송민섭
WORTH-11, Student session
2025
Physics-informed Neural Networks with Adaptive Dynamic Adjustment for Neutron Transport in simple Geometry
강정민, 송민섭
KNS 2025 Spring Meeting, Poster
Lab members are shown in bold.