Journal Papers

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Hypothesis generation from pragmatic causal relationships for latent knowledge reasoning in the civil engineering domain

Sangbin Lee, Robin Eunju Kim

2025

Computer‐Aided Civil and Infrastructure Engineering

Development and validation of a numerical model for analyzing black ice formation on pavements

Ali Azad, Seung-Ji Noh, Minkyo Youm, Robin E Kim, Hyojoon An, Jong-Han Lee

2025

Applied Thermal Engineering

Non-stationary vision sensing for time-frequency analysis in vehicle-bridge interaction system

Jae Hun Lee, Sang Bin Lee, Jae Hun Lee, Robin Eunju Kim

2025

Smart Structures and Systems an International Journal

Computational forensics framework for material property identification of reinforced structures leveraging DIC-based FEM updating via metaheuristic optimization

Tabish Ali, Robin Eunju Kim, Kun-Soo Kim

2025

Computers & Structures

Advances in artificial intelligence for structural health monitoring: A comprehensive review

Billie F Spencer Jr, Sung-Han Sim, Robin E Kim, Hyungchul Yoon

2025

KSCE Journal of Civil Engineering

Damage detection for railway bridges using time-frequency decomposition and conditional generative model

Jun S Lee, Jeongjun Park, Hyun Min Kim, Robin Eunju Kim

2025

Computer-Aided civil and Infrastructure Engineering

A Generative adversarial network model for estimating temporal frequency variation of vehicle-bridge interaction using modified Stockwell transform

J Lee, SH Song, RE Kim, JH Lee

2025

Journal of Sound and Vibration

Pavement marking construction quality inspection and night visibility estimation using computer vision

S Lee, E Koh, S Jeon, RE Kim

2024

Case Studies and Construction Materials

Damage detection for railway bridges using time-frequency decomposition and conditional generative model

JS Lee, J Park, HM Kim, RE Kim

2024

Computer-Aided civil and Infrastructure Engineering

Fire Fragility Analysis of Steel Moment Frame using Machine Learning Algorithms

X. Piao, and Robin E. Kim

2024

Journal of the computational Structural Engineering Institute of Korea

Nonlinear finite element modeling and parametric analysis for the design implication of expanded rib steel bars in RC beams

Ali, T., Kim, R. E., Kim, K. S., & Park, K. T.

2023

Developments in the Built Environment

Development of a novel connection method using expanded rib and spiral bars for reinforced concrete beams with cold joints

Kim, K. S., Park, K. T., Jung, K. S., Kim, R. E., Ali, T., & Park, C.

2023

Engineering Structures

Post-Fire Nonlinear Vehicle-Bridge Interaction Analysis Considering Hysteretic Material Behavior

X. Piao, and Robin E. Kim

2023

Advances in Structural Engineering

Physical interpretation of concrete crack images from feature estimation and classification

Eunbyul Koh, Seung-Seop Jin and Robin Eunju Kim

2022

Smart Structures and Systems

Noncontact dynamic displacements measurements for structural identification using a multi‐channel Lidar

J. Lee, and Robin E. Kim

2022

Structural Control and Health Monitoring

Machine learning tool to assess the earthquake structural safety of systems designed for wind: In application of noise barriers

T. Ali, J. Lee, Robin E. Kim

2022

Earthquakes and Structures

Development of Temperature and Constraint-Dependent Column Demand-Capacity Curves and Their Validation through Hybrid Fire Simulations

X. Wang, J. K. Ahn, O-S Kwon, Robin E. Kim, I. Yeo

2021

Journal of Structural Engineering

Classification of Variable Foundation Properties Based on Vehicle–Pavement–Foundation Interaction Dynamics

Robin E. Kim

2020

Sensors

Post-processing of background noise from SCPT auto source signal: A feasibility study for soil type classification

S. W. Moon, Robin E. Kim, A. C. Cheng, Y. E. Li, and T. Ku

2020

Measurement

The Behavior of a Multi-Story Steel Frame Subject to Measured Fire Using Calibrated Simple Approach

Robin E. Kim, X. Piao, and J.H. An.

2019

Sustainability