Sanghun Choi

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Kyungpook National University · Mechanical Engineering

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인공지능, 컴퓨터비전, 전산열유체공학 분야에서 연구할 학부연구생 및 대학원생을 모집한다.

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Professor

Prof. 최상헌

Professor's page · publications

About

기계학습 및 유체역학을 연구하는 MLFM 연구실로, 인공지능·전산유체역학·의료영상분석을 활용한 융합연구를 지향한다. 기관지·폐 호흡기 전산유체역학과 입자 추적 해석, 딥러닝 기반 의료영상(CT) 질병 진단·예측 모형, 물리기반 인공지능과 강화학습을 활용한 형상 최적화 등을 수행한다. 공대6호관 417호에 위치한다.

Research keywords

기계학습 및 유체역학

Selected publications

GraphSAGE-based Deep Operator Network for Accelerating 1D Human Breathing SimulationsComputer Methods and Programs in Biomedicine · 2026
Operator Learning Methods for Modeling Interfacial Dynamics of Rising BubbleEngineering Applications of Artificial Intelligence · 2026
Physics-Aware Machine Learning for Computational Fluid Dynamics Surrogate Model to Estimate Ventilation PerformancePhysics of Fluids · 2025
Multiscale Simulation of Respiratory Airflow Using Physiologically Consistent Geometry and Boundary Conditions in OpenFOAMComputers in Biology and Medicine · 2025
Quantitative computed tomography imaging classification of cement dust-exposed patients-based Kolmogorov-Arnold NetworksArtificial Intelligence in Medicine · 2025
Assessing respiratory airflow unsteadiness under different tidal respiratory frequencies using large eddy simulation methodComputers in Biology and Medicine · 2024

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