Sanghun Choi

28 papers A* 1C 1Journal 16Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Operator learning methods for modeling interfacial dynamics of rising bubble.
Eng. Appl. Artif. Intell.
Seokyong Lee, Kien Van Phung, Quoc Hung Nguyen, Stephen S. Baek, Sanghun Choi
2025 J jnl
Multiscale simulation of respiratory airflow using physiologically consistent geometry and boundary conditions in OpenFOAM.
Comput. Biol. Medicine
Quoc Hung Nguyen, Sungchul Huh, Kum Ju Chae, Xinguang Cui, Ching-Long Lin, Sanghun Choi
2025 — conf
Optimizing Feature Extraction From Sequential Sensor Data Using Neural Network-Based Image Transformation.
EUSIPCO
Chang-Hyun Kim, Seung-Hwan Choi, Hyoeun Kwon, Hiroaki Kawamoto, Sanghun Choi, Suwoong Lee
2025 J jnl
Quantitative computed tomography imaging classification of cement dust-exposed patients-based Kolmogorov-Arnold networks.
Artif. Intell. Medicine
Ngan-Khanh Chau, Woo Jin Kim, Chang Hyun Lee, Kum Ju Chae, Gong Yong Jin, Sanghun Choi
2024 J jnl
Assessing respiratory airflow unsteadiness under different tidal respiratory frequencies using large eddy simulation method.
Comput. Biol. Medicine
Hao Jing, Haiwen Ge, Hui Tang, Wenguo Weng, Sanghun Choi, Chenglei Wang, Li Wang, Xinguang Cui
2024 J jnl
BranchLabelNet: Anatomical Human Airway Labeling Approach using a Dividing-and-Grouping Multi-Label Classification.
Medical Biol. Eng. Comput.
Ngan-Khanh Chau, Truong-Thanh Ma, Woo Jin Kim, Chang Hyun Lee, Gong Yong Jin, Kum Ju Chae, Sanghun Choi
2024 J jnl
Human-airway surface mesh smoothing based on graph convolutional neural networks.
Comput. Methods Programs Biomed.
Thao Thi Ho, Minh Tam Tran, Xinguang Cui, Ching-Long Lin, Stephen Baek, Woojin Kim, Chang Hyun Lee, Gong Yong Jin, Kum Ju Chae, Sanghun Choi
2024 J jnl
Identification and risk classification of thymic epithelial tumors using 3D computed tomography images and deep learning models.
Biomed. Signal Process. Control.
Ye Sung Moon, Byunggeon Park, Jongmin Park, Thao Thi Ho, Jae-Kwang Lim, Sanghun Choi
2024 A* conf
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling.
ICML
Phong C. H. Nguyen, Xinlun Cheng, Shahab Azarfar, Pradeep K. Seshadri, Yen Thi Nguyen, Munho Kim, Sanghun Choi, H. S. Udaykumar, Stephen Baek
2024 J jnl
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling.
CoRR
Phong C. H. Nguyen, Xinlun Cheng, Shahab Azarfar, Pradeep K. Seshadri, Yen Thi Nguyen, Munho Kim, Sanghun Choi, H. S. Udaykumar, Stephen Baek
2023 J jnl
An unsupervised image registration method employing chest computed tomography images and deep neural networks.
Comput. Biol. Medicine
Thao Thi Ho, Woojin Kim, Chang Hyun Lee, Gong Yong Jin, Kum Ju Chae, Sanghun Choi
2022 J jnl
Classification of rotator cuff tears in ultrasound images using deep learning models.
Medical Biol. Eng. Comput.
Thao Thi Ho, Geun-Tae Kim, Taewoo Kim, Sanghun Choi, Eun-Kee Park
2022 — conf
Encoded Image-Based Time Series Classification for Improving Colorimetric Detection of Hydrogen Sulfide (H2S).
IEEE SENSORS
Chang-Hyun Kim, Junyeop Lee, Junkyu Park, Daewoong Jung, Chang-Woo Nam, Yuntae Ha, Kwan Woo Kim, Sang Hyeok Park, Su Ji Choi, Sanghun Choi, Suwoong Lee
2022 J jnl
Quantitative computed tomography imaging-based classification of cement dust-exposed subjects with an artificial neural network technique.
Comput. Biol. Medicine
Taewoo Kim, Woo Jin Kim, Chang Hyun Lee, Kum Ju Chae, So Hyeon Bak, Sung Ok Kwon, Gong Yong Jin, Eun-Kee Park, Sanghun Choi
2022 — conf
Voltage-Control Reference Estimation-based Quadratic Integration-exploited Model Predictive Current Control-driving SVM-BCVC-based FCCMC.
ISIE
Sanghun Choi, A. P. Meliopoulos
2021 — conf
Binary Capacitor Voltage Control-based MMC with a Hybrid Arm Design for Low Nominal DC Voltage Applications.
ICIT
Sanghun Choi, A. P. Meliopoulos
2021 — conf
Quadratic Integration-exploited Model Predictive Current Control (QI-MPCC)-based Flying-Capacitor-Clamped Multilevel Converter (FCCMC).
ISIE
Sanghun Choi, A. P. Meliopoulos
2021 — conf
Space Vector Modulation (SVM)-exploited Binary Capacitor Voltage Control (BCVC)-based Flying-Capacitor-Clamped Multilevel Converter (FCCMC) for Low Nominal DC Voltage Applications.
ICIT
Sanghun Choi, A. P. Meliopoulos
2021 C conf
Voltage-Control Reference Estimation-based Quadratic Integration-exploited Model Predictive Current Control- driving Binary Capacitor Voltage Control-based MMC.
IECON
Sanghun Choi, A. P. Meliopoulos
2020 J jnl
A Lightweight Detection Using Bloom Filter against Flooding DDoS Attack.
IEICE Trans. Inf. Syst.
Sanghun Choi, Yichen An, Iwao Sasase
2020 J jnl
A Server-Based Distributed Storage Using Secret Sharing with AES-256 for Lightweight Safety Restoration.
IEICE Trans. Inf. Syst.
Sanghun Choi, Shuichiro Haruta, Yichen An, Iwao Sasase
2020 — conf
Binary Capacitor Voltage Control-based Multi-Level Converter for Low Nominal DC Voltage Applications.
ISIE
Sanghun Choi
2019 — conf
Traffic Feature-Based Botnet Detection Scheme Emphasizing the Importance of Long Patterns.
IP&C
Yichen An, Shuichiro Haruta, Sanghun Choi, Iwao Sasase
2018 J jnl
A Feasible Computational Fluid Dynamics Study for Relationships of Structural and Functional Alterations with Particle Depositions in Severe Asthmatic Lungs.
Comput. Math. Methods Medicine
Sanghun Choi, Shinjiro Miyawaki, Ching-Long Lin
2018 — conf
Efficient P2P storage scheme with privacy protection.
CCNC
Sanghun Choi, Hiromu Asahina, Iwao Sasase
2016 J jnl
A 4DCT imaging-based breathing lung model with relative hysteresis.
J. Comput. Phys.
Shinjiro Miyawaki, Sanghun Choi, Eric A. Hoffman, Ching-Long Lin
2016 — conf
Protection and Control of Systems with Converter Interfaced Generation (CIG).
HICSS
A. P. Sakis Meliopoulos, George J. Cokkinides, Yu Liu, Rui Fan, Sanghun Choi, Paul Myrda
2012 J jnl
An Educational Laboratory for Digital Control and Rapid Prototyping of Power Electronic Circuits.
IEEE Trans. Educ.
Sanghun Choi, Maryam Saeedifard