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

A deep reinforcement learning framework for life-cycle maintenance planning of regional deteriorating bridges using inspection data

(2022) Xiaoming Lei et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Human error impact in structural safety of a reinforced concrete bridge

(2021) Neryvaldo Galvão et al.   Structure and Infrastructure Engineering

Probabilistic service life prediction updating with inspection information for RC structures subjected to coupled corrosion and fatigue

(2021) Baixue Ge et al.   ENGINEERING STRUCTURES

Pixel-Level Fatigue Crack Segmentation in Large-Scale Images of Steel Structures Using an Encoder–Decoder Network

(2021) Chuanzhi Dong et al.   SENSORS

Risk-based methodology to assess bridge condition based on visual inspection

(2021) Numa J. Bertola et al.   Structure and Infrastructure Engineering

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

(2021) Ye Xia et al.   Remote Sensing

Seismic performance assessment and rating for a flat-slab RC core wall structure in Bucharest, Romania

(2021) Florin Pavel et al.   Structures

Machine-learning interpretability techniques for seismic performance assessment of infrastructure systems

(2021) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Building condition assessment using artificial neural network and structural equations

(2021) Ahmed Gouda Mohamed et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature Selection and Deep Learning for Deterioration Prediction of the Bridges

(2021) Jinsong Zhu et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Computer vision-based crack width identification using F-CNN model and pixel nonlinear calibration

(2021) Kang Yang et al.   Structure and Infrastructure Engineering

Intelligent approach for accurately predicting fatigue damage in overhead highway sign structures

(2021) Khalid W. Al Shboul et al.   Structures

Time-dependent robustness-based condition assessment of RC bridges subjected to corrosion

(2021) Siqi Wang et al.   Structures

Bayesian Updating of Bridge Condition Deterioration Models Using Complete and Incomplete Inspection Data

(2020) Min Li et al.   Journal of Bridge Engineering

Bridge condition rating data modeling using deep learning algorithm

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

Improving the conversion accuracy between bridge element conditions and NBI ratings using deep convolutional neural networks

(2020) Graziano Fiorillo et al.   Structure and Infrastructure Engineering

Comparison of forecasting models to predict concrete bridge decks performance

(2020) Monica Santamaria Ariza et al.   Structural Concrete

Maintenance intervention predictions using entity-embedding neural networks

(2020) Zaharah Allah Bukhsh et al.   AUTOMATION IN CONSTRUCTION

Informed successive condition assessments in bridge maintenance

(2020) Dániel Honfi et al.   Journal of Civil Structural Health Monitoring

Long‐term performance monitoring and assessment of concrete beam bridges using neutral axis indicator

(2020) Ye Xia et al.   Structural Control & Health Monitoring

Lost data reconstruction for structural health monitoring using deep convolutional generative adversarial networks

(2020) Xiaoming Lei et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Determination of appropriate updating parameters for effective life-cycle management of deteriorating structures under uncertainty

(2020) Baixue Ge et al.   Structure and Infrastructure Engineering

Macroscopic effect of distance from seacoast on bridge deterioration – Statistical data assessment of structural condition recordings

(2020) Filippos Alogdianakis et al.   Structures

A simplified multi-performance approach to life-cycle assessment of steel structures

(2020) Elvira Romano et al.   Structures

Machine learning applications for building structural design and performance assessment: State-of-the-art review

(2020) Han Sun et al.   Journal of Building Engineering

Condition Prediction of Existing Concrete Bridges as a Combination of Visual Inspection and Analytical Models of Deterioration

(2019) Ivan Zambon et al.   Applied Sciences-Basel

Condition evaluation of suspension bridges for maintenance, repair and rehabilitation: a comprehensive framework

(2019) Xiang Xu et al.   Structure and Infrastructure Engineering

A hybrid experimental-numerical approach for load rating of reinforced concrete bridges with insufficient structural properties

(2019) Abdollah Bagheri et al.   Structure and Infrastructure Engineering

European review of performance indicators towards sustainable road bridge management

(2019) Ana Mandić Ivanković et al.   Proceedings of the Institution of Civil Engineers-Engineering Sustainability

Reliability assessment of ageing infrastructures: an interdisciplinary methodology

(2019) Andreas Panenka et al.   Structure and Infrastructure Engineering

Condition assessment of an ASR-affected overpass after nearly 50 years in service

(2019) L.F.M. Sanchez et al.   CONSTRUCTION AND BUILDING MATERIALS

Condition assessment of RC beams using artificial neural networks

(2019) B. Murali Krishna et al.   Structures

Artificial neural network based multi-dimensional fragility development of skewed concrete bridge classes

(2018) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Condition Assessment of Suspension Bridges Using Local Variable Weight and Normal Cloud Model

(2018) Xiang Xu et al.   KSCE Journal of Civil Engineering

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Time-variant reliability analysis of widened deteriorating prestressed concrete bridges considering shrinkage and creep

(2017) Bing Tu et al.   ENGINEERING STRUCTURES

Methodology for Probabilistic Modeling of Highway Bridge Infrastructure Condition: Accounting for Improvement Effectiveness and Incorporating Random Effects

(2017) Tariq Usman Saeed et al.   Journal of Infrastructure Systems

Bridge life-cycle performance and cost: analysis, prediction, optimisation and decision-making

(2017) Dan M. Frangopol et al.   Structure and Infrastructure Engineering

An innovative framework for probabilistic-based structural assessment with an application to existing reinforced concrete structures

(2016) José C. Matos et al.   ENGINEERING STRUCTURES

Seismic Reliability Assessment of Aging Highway Bridge Networks with Field Instrumentation Data and Correlated Failures, I: Methodology

(2013) Jayadipta Ghosh et al.   EARTHQUAKE SPECTRA

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