PUBLICATION
Journals
01.
Hansol Lim, Jongseong Brad Choi*, Jee Won Lee, and Jonathan Boyack, EV-PINN: Electric Vehicle Battery Surrogate Model Using Transformer-Based Physics-Informed Neural Network (Under Review)​
02.
LiDAR-3DGS: LiDAR Reinforced 3D Gaussian Splatting for Multimodal Radiance Field Rendering (Under Review)
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Hansol Lim, Jongseong Brad Choi*, Hanbeom Chang
03.
3D Reconstruction by Looking: Instantaneous Blind Spot Detection for Indoor SLAM through Mixed Reality(Under Review)
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Hanbeom Chang, Jongseong Brad Choi*, Chul Min Yeum
04.
Micro-splatting: Maximizing Isotropic Constraints for Refined Optimization in Gaussian Splatting(Under Review)
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Jee Won Lee, Jongseong Brad Choi*, Hansol Lim, Sooyeun Yang
01.
Visual Informatics, Elsevier
Photogrammetry Engaged Automated Image Labeling Approach
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Jonathan Boyack, Jongseong Brad Choi*
02.
Transportation Research Part D: Transportation and Environment, Elsevier
LogPath: Log data based Energy Consumption Analysis Enabling Electric Vehicle Path Optimization
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Jonathan Boyack, Jongseong Brad Choi*, Jongryeol Jeong, Hyungchai Park, Sewhan Kim
03.
The Structural Design of Tall and Special Buildings, Wiley
Building Pose Detection for the Characterization of Reinforced Concrete Buildings
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Lissette Iturburu, Xiaoyu Liu, Xin Zhang, Benjamin E. Wogen, Juan Nicolas Villamizar, Shirley J. Dyke, Julio Ramirez, Jongseong Brad Choi, and Gianella Valencia, Sergio M. Alcocer
04.
Mathematics Recent Advances in Machine Learning and Deep Learning Theories: Towards Intelligent Fault Diagnosis, MDPI
Autonomous Manipulation of Unmanned Ground Vehicle(UGV) with a User-Guided-Path on a Map: Quantitative Simulation and Analysis (Under Review)
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Ricardo Ortiz, Jongseong Brad Choi*, Alfredo Valenzuela, Francisco Yumbla, Taewook Kang, Okhue Cho, Jong-Eun Park, Chul Min Yeum
05.
Computers in Industry, Elsevier
Data Localization on a Hyper-Realistic Display Model to Enable Remote Assessment: Implementation on a Full-Scale Ship Engine (Under Review)
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Jonathan Boyack, Jongseong Brad Choi*, Hansol Lim, Sangho Song, Jaecheul Park, Hwasup Jang
06.
Access, IEEE
An Open-Source Multi-Robot Framework System for Collaborative Environments Based on ROS2
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Francisco Yumbla, Marcelo Fajardo, Anthony Piguave, Diego Ronquillo, Ricardo Ortiz, Jongseong Brad Choi, Gabriel Diaz, Xicu Garcia
01.
Marine Environmental Research, Elsevier
Deep learning based approach for automated characterization of large marine microplastic particles
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Xiao-Le Han, Toshiro Hata, Jongseong Choi, Yan-Jun Du, Yi-Jie Wang, & Ning-Jun Jiang
02.
MDPI Electronics Digital Twins Special Issue, MDPI
Development of Mobile App to Enable Local Update on Mapping API: Construction Sites Monitoring Through Digital Twin
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Alfredo Valenzuela, Jongseong Brad Choi*, Ricardo Ortiz, Byungkon Kang, Michael Kim, and Taewook Kang
03.
Journal of Structural Engineering, American Society of Civil Engineering (ASCE)
Automated Bridge Inspection Image Retrieval Based on Deep Similarity Learning and GPS
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Benjamin E. Wogen, Jongseong Brad Choi*, Xin Zhang, Xiaoyu Liu, Lissette Iturburu, and Shirly J. Dyke
04.
Journal of Machine and Computing, AnaPub Publication
A Comparative Analysis of IoT based Network Anomaly Detection and Prediction Using Vector Autoregressive Models
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Ok-Hue Cho and Jongseong Choi
01.
Computer-Aided Civil and Infrastructure Engineering, Wiley
Automated image localization to support rapid building reconnaissance in a large-scale area
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Xiaoyu Liu, Shirley J. Dyke*, Ali Lenjani, Ilias Bilionis, Xin Zhang, & Jongseong Choi
02.
Computers and Geotechnics, Elsevier
Deep learning based approach for the instance segmentation of clayey soil desiccation cracks
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Xiao-Le Han, Ning-Jun Jiang*, Yu-Fei Yang, Jongseong Choi, Devandra N. Singh, Yan-Jun Du, & Yi-Jie Wang
03.
Applied Science, MDPI
Automated Graffiti Detection: A Novel Approach to Maintaining Historical Architecture in Communities
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Jongseong Choi*, Lazaros Toumanidis, Chul Min Yeum, Patrikakis Charalampos, Ali Lenjani, Xiaoyu Liu, Panagiotis Kasnesis, Ricardo Ortiz, Nin-Jun Jiang, & Shirley J. Dyke
04.
Journal of Performance of Constructed Facilities, American Society of Civil Engineering (ASCE)
Multioutput Image Classification to Support Postearthquake Reconnaissance
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Ju An Park, Xiaoyu Liu, Chul Min Yeum*, Shirley J. Dyke, Max Midwinter, Chungwook Sim, Jongseong Choi, Zhiwei Chu, Thomas Hacker, & Bedrich Benes
01.
Computer-Aided Civil and Infrastructure Engineering, Wiley
Similarity learning to enable building searches in post-event image data
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Jongseong Choi*, Ju An Park, Shirley J. Dyke, Chul Min Yeum, Xiaoyu Liu, Ali Lenjani, & Ilias
01.
Sensors, MDPI
Automated Indoor Image Localization to Support a Post-Event Building Assessment
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Xiaoyu Liu, Shirley J. Dyke*, Chul Min Yeum, Ilias Bilionis, Ali Lenjani, & Jongseong Choi
02.
Computers in Industry, Elsevier
CrowdLIM: Crowdsourcing to enable lifecycle infrastructure management
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Jongseong Choi* & Shirley J. Dyke
03.
Engineering Structures, Elsevier
Towards fully automated post-event data collection and analysis: Pre-event and post-event information fusion
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Ali Lenjani*, Shirley J. Dyke, Ilias Bilionis, Chul Min Yeum, Kenzo Kamiya, Jongseong Choi, Xiaoyu Liu, & Arindam G. Chowdhury
01.
Smart Materials and Structures, Institute of Physics Publishing (IOP Publishing)
Autonomous image localization for visual inspection of civil infrastructure
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Chul Min Yeum*, Jongseong Choi, & Shirley J. Dyke.
01.
Sensors, MDPI
Automated region-of-interest localization and classification for vision-based visual assessment of civil infrastructure
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Chul Min Yeum*, Jongseong Choi, & Shirley J. Dyke.
02.
Sensors, MDPI
Computer-aided Approach for Rapid Post-event Visual Evaluation of a Building Façade.
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Jongseong Choi, Chul Min Yeum*, Shirley J. Dyke, & Mohammad J. Jahanshahi
01.
Journal of Thermophysics and Heat Transfer, American Institute of Aeronautics and Astronautics (AIAA)
Parametric Scramjet Cycle Analysis for Nonideal Mass Flow Rate
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Jeffrey A. Roux*, Jongseong Choi, & Neerad Shakya
01.
Journal of Thermophysics and Heat Transfer, American Institute of Aeronautics and Astronautics (AIAA)
Scramjet: Minimum Thrust-specific Fuel Consumption with Material Limit.
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Jeffrey A. Roux*, Neerad Shakya, & Jongseong Choi
02.
Journal of Thermophysics and Heat Transfer, American Institute of Aeronautics and Astronautics (AIAA)
Revised Parametric Ideal Scramjet Cycle Analysis
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Jeffrey A. Roux*, Neerad Shakya, & Jongseong Choi