Journal Articles

Micro-Splatting: Multistage Isotropy-informed Covariance Regularization Optimization for High-Fidelity 3D Gaussian Splatting

Jee Won Lee, Jongseong Brad Choi*, Hansol Lim, Sooyeun Yang

Transactions on Visualization and Computer Graphics, IEEE

Generalizable UAV-based image registration framework for enhancing visual inspection of civil infrastructure

Anas Alsharo, Max Midwinter, Chul Min Yeum*, Jongseong Brad Choi

ISPRS Journal of Photogrammetry and Remote Sensing, Elsevier

Enhancing Visual Data Localization and Extraction by Hyper-Realistic Scene Reconstruction with 3D Gaussian Splatting: Validation on a Full-Scale Ship Engine

Jonathan Boyack, Jongseong Brad Choi*, Hansol Lim, Sangho Song, Jaecheul Park, Hwasup Jang

Computers in Industry, ElsevierUnder Review

3D Reconstruction by Looking: Instantaneous Blind Spot Detection for Indoor SLAM through Mixed Reality

Hanbeom Chang, Jongseong Brad Choi*, Chul Min Yeum

Advanced Engineering Informatics, Elsevier

Photogrammetry Engaged Automated Image Labeling Approach

Jonathan Boyack, Jongseong Brad Choi*

Visual Informatics, Elsevier

LiteVoxel: Low-memory Intelligent Thresholding for Efficient Voxel Rasterization

Jeewon Lee, Jongseong Brad Choi*

ACM Transactions on GraphicsUnder Review

LiDAR-3DGS: LiDAR Reinforcement for Multimodal Initialization of 3D Gaussian Splats

Hansol Lim, Jongseong Brad Choi*, Hanbeom Chang

Computers & Graphics, Elsevier

EV-PINN: Electric Vehicle Battery Surrogate Model Using Transformer-Based Physics-Informed Neural Network

Hansol Lim, Jongseong Brad Choi*, Jee Won Lee, Jonathan Boyack

Transactions on Intelligent Vehicles, IEEEUnder Review

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

Access, IEEE

A Hybrid Surrogate for Electric Vehicle Parameter Estimation and Power Consumption via Physics-Informed Neural Operators

Hansol Lim, Jongseong Brad Choi*, Jeewon Lee, Haeseong Jeoung, Minkyu Han

Engineering Applications of Artificial IntelligenceUnder Review

LogPath: Log data based Energy Consumption Analysis Enabling Electric Vehicle Path Optimization

Jonathan Boyack, Jongseong Brad Choi*, Jongryeol Jeong, Hyungchai Park, Sewhan Kim

Transportation Research Part D: Transportation and Environment, Elsevier

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

The Structural Design of Tall and Special Buildings, Wiley

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

Mathematics Recent Advances in Machine Learning and Deep Learning Theories: Towards Intelligent Fault Diagnosis, MDPIUnder Review

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

Journal of Structural Engineering, American Society of Civil Engineering (ASCE)

A Comparative Analysis of IoT based Network Anomaly Detection and Prediction Using Vector Autoregressive Models

Ok-Hue Cho and Jongseong Choi

Journal of Machine and Computing, AnaPub Publication

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

MDPI Electronics Digital Twins Special Issue, MDPI

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

Marine Environmental Research, Elsevier

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

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

Computer-Aided Civil and Infrastructure Engineering, Wiley

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

Journal of Performance of Constructed Facilities, American Society of Civil Engineering (ASCE)

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

Computers and Geotechnics, Elsevier

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

Applied Science, MDPI

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

Engineering Structures, Elsevier

CrowdLIM: Crowdsourcing to enable lifecycle infrastructure management

Jongseong Choi* & Shirley J. Dyke

Computers in Industry, Elsevier

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

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.

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

Sensors, MDPI

Autonomous image localization for visual inspection of civil infrastructure

Chul Min Yeum*, Jongseong Choi, & Shirley J. Dyke.

Smart Materials and Structures, Institute of Physics Publishing (IOP Publishing)

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)

Scramjet: Minimum Thrust-specific Fuel Consumption with Material Limit.

Jeffrey A. Roux*, Neerad Shakya, & Jongseong Choi

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

Journal of Thermophysics and Heat Transfer, American Institute of Aeronautics and Astronautics (AIAA)