Condition Assessment of Highway Bridges Using Textual Data and Natural Language Processing- (NLP-) Based Machine Learning Models

Interpretable machine learning methods for clarification of load-displacement effects on cable-stayed bridge

(2023) Xiaoming Lei et al.   MEASUREMENT

Multifidelity approach for data‐driven prediction models of structural behaviors with limited data

(2022) Shi‐Zhi Chen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Analytical formulation of the temperature‐induced deformation of multispan suspension bridges

(2022) Yi Zhou et al.   Structural Control & Health Monitoring

Vision and Support Vector Machine–Based Train Classification Using Weigh-in-Motion Data

(2022) Zhen Sun et al.   Journal of Bridge Engineering

Data‐driven prediction and interpretation of fatigue damage in a road‐rail suspension bridge considering multiple loads

(2022) Zhen Sun et al.   Structural Control & Health Monitoring

Stay cable tension estimation of cable‐stayed bridge under limited information on cable properties using artificial neural networks

(2022) Luu Xuan Le et al.   Structural Control & Health Monitoring

Anomaly detection of sensor faults and extreme events based on support vector data description

(2022) Yuxuan Zhang et al.   Structural Control & Health Monitoring

Structural damage quantification using ensemble‐based extremely randomised trees and impulse response functions

(2022) Chencho et al.   Structural Control & Health Monitoring

Condition level deteriorations modeling of RC beam bridges with U-Net convolutional neural networks

(2022) Xiaoming Lei et al.   Structures

Data-driven structural condition assessment for high-speed railway bridges using multi-band FIR filtering and clustering

(2022) Yiwei Li et al.   Structures

Multi-level time-variant vulnerability assessment of deteriorating bridge networks with structural condition records

(2022) Xiaoming Lei et al.   ENGINEERING STRUCTURES

Fragility analysis of existing prestressed concrete bridges under traffic loads according to new Italian guidelines

(2022) Giacomo Miluccio et al.   Structural Concrete

Prediction and early warning of wind-induced girder and tower vibration in cable-stayed bridges with machine learning-based approach

(2022) Xiao-Wei Ye et al.   ENGINEERING STRUCTURES

Artificial Intelligence Based Structural Assessment for Regional Short- and Medium-Span Concrete Beam Bridges with Inspection Information

(2021) Ye Xia et al.   Remote Sensing

Traffic-load fragility models for prestressed concrete girder decks of existing Italian highway bridges

(2021) Giacomo Miluccio et al.   ENGINEERING STRUCTURES

Reliability-based vehicle weight limit determination for urban bridge network subjected to stochastic traffic flow considering vehicle-bridge coupling

(2021) Shi-Zhi Chen et al.   ENGINEERING STRUCTURES

Machine Learning-Based Fast Seismic Risk Assessment of Building Structures

(2021) Qi Tang et al.   JOURNAL OF EARTHQUAKE ENGINEERING

Interpretable XGBoost-SHAP Machine-Learning Model for Shear Strength Prediction of Squat RC Walls

(2021) De-Cheng Feng et al.   JOURNAL OF STRUCTURAL ENGINEERING

A data‐driven approach for regional bridge condition assessment using inspection reports

(2021) Ye Xia et al.   Structural Control & Health Monitoring

Bridge condition rating data modeling using deep learning algorithm

(2020) Heng Liu et al.   Structure and Infrastructure Engineering

Predicting fatigue damage of highway suspension bridge hangers using weigh-in-motion data and machine learning

(2020) Yang Deng et al.   Structure and Infrastructure Engineering

Ontological knowledge base for concrete bridge rehabilitation project management

(2020) Chengke Wu et al.   AUTOMATION IN CONSTRUCTION

Load-carrying capacity evaluation of girder bridge using moving vehicle

(2020) Zhen Sun et al.   ENGINEERING STRUCTURES

Data-Driven Approach to Predict the Plastic Hinge Length of Reinforced Concrete Columns and Its Application

(2020) De-Cheng Feng et al.   JOURNAL OF STRUCTURAL ENGINEERING

The State of the Art of Data Science and Engineering in Structural Health Monitoring

(2019) Yuequan Bao et al.   Engineering

Deep learning-based classification of earthquake-impacted buildings using textual damage descriptions

(2019) Sujith Mangalathu et al.   International Journal of Disaster Risk Reduction

Estimation of full‐field, full‐order experimental modal model of cable vibration from digital video measurements with physics‐guided unsupervised machine learning and computer vision

(2019) Yongchao Yang et al.   Structural Control & Health Monitoring

Recent research and development programs for infrastructures maintenance, renovation and management in Japan

(2019) Yozo Fujino et al.   Structure and Infrastructure Engineering

Machine learning-based compressive strength prediction for concrete: An adaptive boosting approach

(2019) De-Cheng Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

Stochastic Analysis and Time-Based Modeling of Concrete Bridge Deck Deterioration

(2018) Amir Manafpour et al.   Journal of Bridge Engineering

Seismic response of a suspension bridge: Insights from long-term full-scale seismic monitoring system

(2018) Dionysius M. Siringoringo et al.   Structural Control & Health Monitoring

Load-Capacity Rating of Bridge Populations through Machine Learning: Application of Decision Trees and Random Forests

(2017) Mohamad Alipour et al.   Journal of Bridge Engineering

NLP-Based Approach to Semantic Classification of Heterogeneous Transportation Asset Data Terminology

(2017) Tuyen Le et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Investigation on a curvature-based damage detection method using displacement under moving vehicle

(2017) Zhen Sun et al.   Structural Control & Health Monitoring

Utilization of structural health monitoring in long-span bridges: Case studies

(2017) Zhen Sun et al.   Structural Control & Health Monitoring

Extending Building Information Models Semiautomatically Using Semantic Natural Language Processing Techniques

(2016) Jiansong Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Recent Highway Bridge Collapses in China: Review and Discussion

(2016) Fu You Xu et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Bridge service life estimation considering inspection reliability

(2016) Yoseok Jeong et al.   KSCE Journal of Civil Engineering

Blind modal identification of non-classically damped structures under non-stationary excitations

(2016) S. F. Ghahari et al.   Structural Control & Health Monitoring

Comparative study of bridge management programmes and practices in the USA and China

(2013) Kaoshan Dai et al.   Structure and Infrastructure Engineering

Using Soft Computing to Analyze Inspection Results for Bridge Evaluation and Management

(2010) Zhe Li et al.   Journal of Bridge Engineering

Artificial Neural Network Model of Bridge Deterioration

(2010) Ying-Hua Huang   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Bridge Inspection and Condition Assessment in Europe

(2008) Rosemarie Helmerich et al.   TRANSPORTATION RESEARCH RECORD