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