Research graph
References from Review of Multi-Scale Bridge Monitoring: An Information-Centric Framework Integrating Ground-Penetrating Radar, Distributed Optical-Fibre Sensing, and Satellite Remote Sensing for Bridge Digital Twins. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
External reference
Unresolved reference
External reference
10.1002/9781118443118
10.1002/9781118443118 · External reference
10.1201/9781003567332
10.1201/9781003567332 · External reference
Comparison of visual inspection and structural-health monitoring as bridge condition assessment methods
10.1061/(asce)cf.1943-5509.0000802 · 2016 · External reference
10.3390/app13042304
10.3390/app13042304 · External reference
10.3390/rs16234438
10.3390/rs16234438 · External reference
10.3390/s16050748
10.3390/s16050748 · External reference
10.1177/14759217251384701
10.1177/14759217251384701 · External reference
10.3390/s25185612
10.3390/s25185612 · External reference
Strategies for Maximising the Value of Digital Twins for Bridge Management and Structural Monitoring: A Systematic Review
10.1007/s11831-025-10280-1 · 2025 · External reference
Unresolved reference
External reference
A demonstration of a digital twin framework for structural health monitoring: Application to bridge infrastructures
2026 · External reference
A data-driven digital twin model for bridge health monitoring using feature fusion and unsupervised deep learning
10.1016/j.inffus.2025.103534 · 2026 · External reference
10.3390/s25185708
10.3390/s25185708 · External reference
Review of Ground Penetrating Radar Applications for Bridge Infrastructures
10.3390/ndt2010004 · 2024 · External reference
Machine learning-based detection of transportation infrastructure internal defects using ground-penetrating radar: A state-of-the-art review
2023 · External reference
Strong vibration signal reconstruction of long-span bridges based on distributed optical fiber acoustic sensing
10.1016/j.engstruct.2026.122594 · 2026 · External reference
Regional-scale bridge health monitoring: Survey of current methods and roadmap for future opportunities under changing climate
10.1177/14759217241310525 · 2025 · External reference
Digital twin-based non-destructive testing for structural health monitoring of bridges
10.1080/10589759.2023.2239434 · 2024 · External reference
Towards Civil Engineering 4.0: Concept, workflow and application of Digital Twins for existing infrastructure
10.1016/j.autcon.2022.104421 · 2022 · External reference
Risk-informed digital twin of buildings and infrastructures for sustainable and resilient urban communities
2022 · External reference
Characterising the Digital Twin: A systematic literature review
10.1016/j.cirpj.2020.02.002 · 2020 · External reference
10.3390/s25010059
10.3390/s25010059 · External reference
Edge-cloud collaborative digital twin architecture for bridge structural health monitoring: Multi-sensor fusion and anomaly detection algorithm design
10.1007/s42452-026-08991-6 · 2026 · External reference
Physics-informed intelligence in structural health monitoring: A state-of-the-art review and roadmap towards digital twins
10.1016/j.dibe.2026.100977 · 2026 · External reference
Next generation vibration-based structural health monitoring for bridges: A systematic review of AI, IoT, and digital twin integrations
10.1007/s41024-026-00810-0 · 2026 · External reference
Literature review of digital twin technologies for civil infrastructure
2023 · External reference
Advancing bridge management systems: Optimizing maintenance planning through deep learning, big data, and digital twins
10.1016/j.rineng.2026.109895 · 2026 · External reference
Multiple complementary nondestructive evaluation technologies for condition assessment of concrete bridge decks
10.3141/2201-05 · 2010 · External reference
Applications of ground penetrating radar (GPR) in bridge deck monitoring and assessment
10.1016/j.jappgeo.2013.04.009 · 2013 · External reference
10.1117/12.434158
10.1117/12.434158 · External reference
10.1002/9780470517819
10.1002/9780470517819 · External reference
Persistent scatterer interferometry: A review
10.1016/j.isprsjprs.2015.10.011 · 2016 · External reference
Permanent scatterers in SAR interferometry
10.1109/36.898661 · 2001 · External reference
Digital twin: Enabling technologies, challenges and open research
10.1109/access.2020.2998358 · 2020 · External reference
10.1002/9781118835647
10.1002/9781118835647 · External reference
10.4401/ag-3689
10.4401/ag-3689 · External reference
10.3390/rs15112932
10.3390/rs15112932 · External reference
Ground penetrating radar applications and implementations in civil construction
2023 · External reference
Capture and quantification of deterioration progression in concrete bridge decks through periodical NDE surveys
10.1061/(asce)is.1943-555x.0000321 · 2017 · External reference
A computer vision based rebar detection chain for automatic processing of concrete bridge deck GPR data
10.1016/j.autcon.2020.103106 · 2020 · External reference
Rebar detection and localization for bridge deck inspection and evaluation using deep residual networks
10.1016/j.autcon.2020.103393 · 2020 · External reference
Method for developing and updating deterioration models for concrete bridge decks using GPR data
10.1016/j.autcon.2018.03.014 · 2018 · External reference
Pixel-level classification for bridge deck rebar detection and localization using multi-stage deep encoder-decoder network
10.1016/j.dibe.2023.100132 · 2023 · External reference
Ground penetrating radar-based automated defect identification of bridge decks: A hybrid approach
10.1007/s13349-024-00895-6 · 2025 · External reference
Reinforced concrete structure: Non destructive in situ strength assessment of concrete
10.1016/j.conbuildmat.2014.11.023 · 2015 · External reference
An algorithm for automatic localization and detection of rebars from GPR data of concrete bridge decks
10.1016/j.autcon.2018.02.017 · 2018 · External reference
Migration-based automated rebar picking for condition assessment of concrete bridge decks with ground penetrating radar
10.1016/j.ndteint.2018.04.009 · 2018 · External reference
On the use of lateral wave for the interlayer debonding detecting in an asphalt airport pavement using a multistatic GPR system
10.1109/tgrs.2019.2961772 · 2020 · External reference
Study of wavelet entropy for airport pavement inspection using a multistatic ground-penetrating radar system
10.1190/geo2020-0361.1 · 2021 · External reference
Corrosion assessment using ground penetrating radar in reinforced concrete structures: Influential factors and analysis methods
10.1016/j.autcon.2023.105130 · 2023 · External reference
Automated rebar recognition and corrosion assessment of concrete bridge decks using ground penetrating radar
10.1016/j.autcon.2024.105631 · 2024 · External reference
Concrete bridge deck deterioration assessment using ground penetrating radar (GPR)
10.2113/jeeg22.2.121 · 2017 · External reference
Improved concrete bridge deck evaluation using GPR by accounting for signal depth–amplitude effects
10.1016/j.ndteint.2008.03.005 · 2008 · External reference
Automated delamination detection in concrete bridge decks using 1D-CNN and GPR data
2025 · External reference
10.3390/s26123926
10.3390/s26123926 · External reference
A review of Ground Penetrating Radar application in civil engineering: A 30-year journey from Locating and Testing to Imaging and Diagnosis
10.1016/j.ndteint.2017.04.002 · 2018 · External reference
10.3390/s18061955
10.3390/s18061955 · External reference
Ground penetrating radar utilization in exploring inadequate concrete covers in a new bridge deck
2014 · External reference
Corrosiveness Mapping of Bridge Decks Using Image-Based Analysis of GPR Data
10.1016/j.autcon.2017.03.004 · 2017 · External reference
Road evaluation with ground penetrating radar
10.1016/s0926-9851(99)00052-x · 2000 · External reference
Measuring soil water content with ground penetrating radar: A review
2003 · External reference
Measurement of soil water content using ground-penetrating radar: A review of current methods
10.1080/17538947.2017.1412520 · 2019 · External reference
Automatic analysis of GPR images: A pattern-recognition approach
10.1109/tgrs.2009.2012701 · 2009 · External reference
Deep Learning-Based Automated Cover Depth Estimation for Concrete Bridge Decks Using Ground-Penetrating Radar
10.1177/03611981251387128 · 2026 · External reference
Advanced Ground-Penetrating Radar Techniques for Evaluating Deterioration in Bridge Decks
10.1061/jbenf2.beeng-7508 · 2025 · External reference
Deep learning
10.1038/nature14539 · 2015 · External reference
Deep learning: Methods and applications
10.1561/2000000039 · 2014 · External reference
10.3390/app15158177
10.3390/app15158177 · External reference
Deep learning-based rebar detection for automated evaluation of concrete bridge decks using ground penetrating radar
10.1016/j.engappai.2025.113459 · 2026 · External reference
Deep learning-based crack damage detection using convolutional neural networks
10.1111/mice.12263 · 2017 · External reference
Physics-informed machine learning
10.1038/s42254-021-00314-5 · 2021 · External reference
10.3390/en16052343
10.3390/en16052343 · External reference
Transformers in vision: A survey
10.1145/3505244 · 2022 · External reference
Understanding physics-informed neural networks: Techniques, applications, trends, and challenges
10.3390/ai5030074 · 2024 · External reference
Computational electromagnetics: The finite-difference time-domain method
2005 · External reference
Structural monitoring with fiber optic technology
10.1115/1.1445327 · 2002 · External reference
Recent progress in distributed fiber optic sensors
10.3390/s120708601 · 2012 · External reference
Distributed optical fiber sensing: Review and perspective
10.1063/1.5113955 · 2019 · External reference
Fiber Bragg grating sensors for structural health monitoring of Tsing Ma bridge: Background and experimental observation
10.1016/j.engstruct.2005.09.018 · 2006 · External reference
Monitoring of an all-composite bridge using Bragg grating sensors
10.1016/j.conbuildmat.2006.07.007 · 2007 · External reference
Development of a long-term monitoring system based on FBG sensors applied to concrete bridges
10.1016/j.engstruct.2010.02.033 · 2010 · External reference
Fibre Bragg gratings in structural health monitoring—Present status and applications
10.1016/j.sna.2008.04.008 · 2008 · External reference
Fiber optic sensors for bridge monitoring
10.1061/(asce)1084-0702(2003)8:6(362) · 2003 · External reference
10.3390/s20164517
10.3390/s20164517 · External reference
10.3390/s21103492
10.3390/s21103492 · External reference
Recent applications of fiber optic sensors to health monitoring in civil engineering
10.1016/j.engstruct.2004.05.018 · 2004 · External reference
Assessment and visualization of performance indicators of reinforced concrete beams by distributed optical fibre sensing
10.1177/1475921720984431 · 2021 · External reference
Distributed fibre optic sensors in FRP composite bridge monitoring: Validation through proof load tests
10.1016/j.engstruct.2021.113057 · 2021 · External reference
Distributed Strain Behavior of a Reinforced Concrete Bridge: Case Study
10.1061/(asce)be.1943-5592.0000637 · 2014 · External reference
10.3390/s21175794
10.3390/s21175794 · External reference
Unified inverse isogeometric analysis and distributed fiber optic strain sensing for monitoring structure deformation and stress
10.1016/j.apm.2023.04.013 · 2023 · External reference
10.3390/s25010098
10.3390/s25010098 · External reference
Reference-free distributed monitoring of deflections in multi-span bridges
10.1016/j.engstruct.2024.119277 · 2025 · External reference
10.3390/s22186811
10.3390/s22186811 · External reference
10.3390/s21196338
10.3390/s21196338 · External reference
10.3390/infrastructures10060148
10.3390/infrastructures10060148 · External reference
10.3390/s21051818
10.3390/s21051818 · External reference
Distributed optical fibre sensor for infrastructure monitoring: Field applications
10.1016/j.yofte.2021.102577 · 2021 · External reference
Dynamic monitoring of a masonry arch rail bridge using a distributed fiber optic sensing system
10.1007/s13349-024-00774-0 · 2024 · External reference
Urban dark fiber distributed acoustic sensing for bridge monitoring
10.1177/14759217241231995 · 2025 · External reference
10.3390/sym13122251
10.3390/sym13122251 · External reference
AI-assisted fibre optic sensing frameworks for automated monitoring of railway infrastructure
2026 · External reference
Post-processing algorithms for distributed optical fiber sensing in structural health monitoring applications
10.1177/1475921720921559 · 2021 · External reference
Smart textile embedded with distributed fiber optic sensors for railway bridge long term monitoring
10.1016/j.yofte.2023.103382 · 2023 · External reference
10.3390/infrastructures11080277
10.3390/infrastructures11080277 · External reference
Radar interferometry and its application to changes in the Earth’s surface
10.1029/97rg03139 · 1998 · External reference
SAR monitoring of progressive and seasonal ground deformation using the permanent scatterers technique
10.1109/tgrs.2003.813278 · 2003 · External reference
A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms
10.1109/tgrs.2002.803792 · 2002 · External reference
Comprehensive review of noncontact sensing technologies for bridge condition monitoring and assessment
2024 · External reference
10.3390/buildings14092811
10.3390/buildings14092811 · External reference
Long-term deformation monitoring of a steel-truss arch bridge using PSI technique refined by temperature field analysis
10.1016/j.engstruct.2024.118164 · 2024 · External reference
Deformation monitoring of long-span railway bridges based on SBAS-InSAR technology
10.1016/j.geog.2023.07.005 · 2024 · External reference
A structure knowledge-synthetic aperture radar interferometry integration method for high-precision deformation monitoring and risk identification of sea-crossing bridges
2021 · External reference
Comprehensive time-series analysis of bridge deformation using differential satellite radar interferometry based on Sentinel-1
10.1016/j.isprsjprs.2020.12.001 · 2021 · External reference
10.3390/rs18060858
10.3390/rs18060858 · External reference
Structural evaluation of urban bridges in Amsterdam through InSAR-based displacement data
2024 · External reference
Regional-scale bridge condition monitoring using InSAR displacements and environmental data
10.1177/14759217241302369 · 2025 · External reference
Monitoring of a multi-span prestressed concrete bridge using satellite interferometric data and comparison with on-site sensor results
10.1002/suco.202400881 · 2025 · External reference
A refined DS-InSAR technique for long-term deformation monitoring of low-coherence bridge groups
10.1016/j.engstruct.2025.120335 · 2025 · External reference
Damage detection on a historic iron bridge using satellite DInSAR data
10.1177/14759217211054350 · 2022 · External reference
Bridge Failure Risk Prediction Using Geospatial Data Processing via Multi-Head Attention Deep Learning Model
2025 · External reference
Population-based structural health monitoring of historical masonry bridges using spaceborne InSAR measurements
10.1016/j.engstruct.2026.123284 · 2026 · External reference
10.1080/15732479.2025.2601114
10.1080/15732479.2025.2601114 · External reference
Three-dimensional bridge displacement reconstruction through Kalman filter fusion of multi-track InSAR observations
10.1016/j.measurement.2026.122214 · 2026 · External reference
Seismic response prediction method for prefabricated bridge piers based on multi-head self-attention mechanism and frequency feature fusion
10.1016/j.istruc.2026.112395 · 2026 · External reference
Global geo-hazard risk assessment of long-span bridges enhanced with InSAR availability
10.1038/s41467-025-64260-x · 2025 · External reference
Combined InSAR and terrestrial structural monitoring of bridges
10.1109/tgrs.2020.2979961 · 2020 · External reference
Bayesian Data Fusion for Enhanced Monitoring of Bridge Displacements Using Satellite InSAR and Topographic Techniques
2024 · External reference
Correlation between InSAR displacements and mechanical behaviour of bridges using analytical and disaggregation analyses
10.1016/j.measurement.2026.122738 · 2026 · External reference
10.3390/su18010514
10.3390/su18010514 · External reference
10.3390/earth6020037
10.3390/earth6020037 · External reference
10.3390/drones10020144
10.3390/drones10020144 · External reference
A review of technical advances and applications of intelligent inspection robots in structural health monitoring
10.1002/smb2.70000 · 2025 · External reference
A new wave in robotics: Survey on recent mmwave radar applications in robotics
10.1109/tro.2024.3463504 · 2024 · External reference
Smart structural health monitoring using computer vision and edge computing
10.1016/j.engstruct.2024.118809 · 2024 · External reference
Intelligent robotic systems for structural health monitoring: Applications and future trends
10.1016/j.autcon.2022.104273 · 2022 · External reference
Development of an autonomous bridge deck inspection robotic system
10.1002/rob.21725 · 2017 · External reference
10.1002/9780470517819
10.1002/9780470517819 · ExternalCitation · doi-reference
10.1002/9781118443118
10.1002/9781118443118 · ExternalCitation · doi-reference
10.1002/9781118835647
10.1002/9781118835647 · ExternalCitation · doi-reference
Development of an autonomous bridge deck inspection robotic system
10.1002/rob.21725 · ExternalCitation · doi-reference
A review of technical advances and applications of intelligent inspection robots in structural health monitoring
10.1002/smb2.70000 · ExternalCitation · doi-reference
Monitoring of a multi-span prestressed concrete bridge using satellite interferometric data and comparison with on-site sensor results
10.1002/suco.202400881 · ExternalCitation · doi-reference
Strategies for Maximising the Value of Digital Twins for Bridge Management and Structural Monitoring: A Systematic Review
10.1007/s11831-025-10280-1 · ExternalCitation · doi-reference
Dynamic monitoring of a masonry arch rail bridge using a distributed fiber optic sensing system
10.1007/s13349-024-00774-0 · ExternalCitation · doi-reference
Ground penetrating radar-based automated defect identification of bridge decks: A hybrid approach
10.1007/s13349-024-00895-6 · ExternalCitation · doi-reference
Next generation vibration-based structural health monitoring for bridges: A systematic review of AI, IoT, and digital twin integrations
10.1007/s41024-026-00810-0 · ExternalCitation · doi-reference
Edge-cloud collaborative digital twin architecture for bridge structural health monitoring: Multi-sensor fusion and anomaly detection algorithm design
10.1007/s42452-026-08991-6 · ExternalCitation · doi-reference
Unified inverse isogeometric analysis and distributed fiber optic strain sensing for monitoring structure deformation and stress
10.1016/j.apm.2023.04.013 · ExternalCitation · doi-reference
Corrosiveness Mapping of Bridge Decks Using Image-Based Analysis of GPR Data
10.1016/j.autcon.2017.03.004 · ExternalCitation · doi-reference
An algorithm for automatic localization and detection of rebars from GPR data of concrete bridge decks
10.1016/j.autcon.2018.02.017 · ExternalCitation · doi-reference
Method for developing and updating deterioration models for concrete bridge decks using GPR data
10.1016/j.autcon.2018.03.014 · ExternalCitation · doi-reference
A computer vision based rebar detection chain for automatic processing of concrete bridge deck GPR data
10.1016/j.autcon.2020.103106 · ExternalCitation · doi-reference
Rebar detection and localization for bridge deck inspection and evaluation using deep residual networks
10.1016/j.autcon.2020.103393 · ExternalCitation · doi-reference
Intelligent robotic systems for structural health monitoring: Applications and future trends
10.1016/j.autcon.2022.104273 · ExternalCitation · doi-reference
Towards Civil Engineering 4.0: Concept, workflow and application of Digital Twins for existing infrastructure
10.1016/j.autcon.2022.104421 · ExternalCitation · doi-reference
Corrosion assessment using ground penetrating radar in reinforced concrete structures: Influential factors and analysis methods
10.1016/j.autcon.2023.105130 · ExternalCitation · doi-reference
Automated rebar recognition and corrosion assessment of concrete bridge decks using ground penetrating radar
10.1016/j.autcon.2024.105631 · ExternalCitation · doi-reference
Characterising the Digital Twin: A systematic literature review
10.1016/j.cirpj.2020.02.002 · ExternalCitation · doi-reference
Monitoring of an all-composite bridge using Bragg grating sensors
10.1016/j.conbuildmat.2006.07.007 · ExternalCitation · doi-reference
Reinforced concrete structure: Non destructive in situ strength assessment of concrete
10.1016/j.conbuildmat.2014.11.023 · ExternalCitation · doi-reference
Pixel-level classification for bridge deck rebar detection and localization using multi-stage deep encoder-decoder network
10.1016/j.dibe.2023.100132 · ExternalCitation · doi-reference
Physics-informed intelligence in structural health monitoring: A state-of-the-art review and roadmap towards digital twins
10.1016/j.dibe.2026.100977 · ExternalCitation · doi-reference
Deep learning-based rebar detection for automated evaluation of concrete bridge decks using ground penetrating radar
10.1016/j.engappai.2025.113459 · ExternalCitation · doi-reference
Recent applications of fiber optic sensors to health monitoring in civil engineering
10.1016/j.engstruct.2004.05.018 · ExternalCitation · doi-reference
Fiber Bragg grating sensors for structural health monitoring of Tsing Ma bridge: Background and experimental observation
10.1016/j.engstruct.2005.09.018 · ExternalCitation · doi-reference
Development of a long-term monitoring system based on FBG sensors applied to concrete bridges
10.1016/j.engstruct.2010.02.033 · ExternalCitation · doi-reference
Distributed fibre optic sensors in FRP composite bridge monitoring: Validation through proof load tests
10.1016/j.engstruct.2021.113057 · ExternalCitation · doi-reference
Long-term deformation monitoring of a steel-truss arch bridge using PSI technique refined by temperature field analysis
10.1016/j.engstruct.2024.118164 · ExternalCitation · doi-reference
Smart structural health monitoring using computer vision and edge computing
10.1016/j.engstruct.2024.118809 · ExternalCitation · doi-reference
Reference-free distributed monitoring of deflections in multi-span bridges
10.1016/j.engstruct.2024.119277 · ExternalCitation · doi-reference
A refined DS-InSAR technique for long-term deformation monitoring of low-coherence bridge groups
10.1016/j.engstruct.2025.120335 · ExternalCitation · doi-reference
Strong vibration signal reconstruction of long-span bridges based on distributed optical fiber acoustic sensing
10.1016/j.engstruct.2026.122594 · ExternalCitation · doi-reference
Population-based structural health monitoring of historical masonry bridges using spaceborne InSAR measurements
10.1016/j.engstruct.2026.123284 · ExternalCitation · doi-reference
Deformation monitoring of long-span railway bridges based on SBAS-InSAR technology
10.1016/j.geog.2023.07.005 · ExternalCitation · doi-reference
A data-driven digital twin model for bridge health monitoring using feature fusion and unsupervised deep learning
10.1016/j.inffus.2025.103534 · ExternalCitation · doi-reference
Persistent scatterer interferometry: A review
10.1016/j.isprsjprs.2015.10.011 · ExternalCitation · doi-reference
Comprehensive time-series analysis of bridge deformation using differential satellite radar interferometry based on Sentinel-1
10.1016/j.isprsjprs.2020.12.001 · ExternalCitation · doi-reference
Seismic response prediction method for prefabricated bridge piers based on multi-head self-attention mechanism and frequency feature fusion
10.1016/j.istruc.2026.112395 · ExternalCitation · doi-reference
Applications of ground penetrating radar (GPR) in bridge deck monitoring and assessment
10.1016/j.jappgeo.2013.04.009 · ExternalCitation · doi-reference
Three-dimensional bridge displacement reconstruction through Kalman filter fusion of multi-track InSAR observations
10.1016/j.measurement.2026.122214 · ExternalCitation · doi-reference
Correlation between InSAR displacements and mechanical behaviour of bridges using analytical and disaggregation analyses
10.1016/j.measurement.2026.122738 · ExternalCitation · doi-reference
Improved concrete bridge deck evaluation using GPR by accounting for signal depth–amplitude effects
10.1016/j.ndteint.2008.03.005 · ExternalCitation · doi-reference
A review of Ground Penetrating Radar application in civil engineering: A 30-year journey from Locating and Testing to Imaging and Diagnosis
10.1016/j.ndteint.2017.04.002 · ExternalCitation · doi-reference
Migration-based automated rebar picking for condition assessment of concrete bridge decks with ground penetrating radar
10.1016/j.ndteint.2018.04.009 · ExternalCitation · doi-reference
Advancing bridge management systems: Optimizing maintenance planning through deep learning, big data, and digital twins
10.1016/j.rineng.2026.109895 · ExternalCitation · doi-reference
Fibre Bragg gratings in structural health monitoring—Present status and applications
10.1016/j.sna.2008.04.008 · ExternalCitation · doi-reference
Distributed optical fibre sensor for infrastructure monitoring: Field applications
10.1016/j.yofte.2021.102577 · ExternalCitation · doi-reference
Smart textile embedded with distributed fiber optic sensors for railway bridge long term monitoring
10.1016/j.yofte.2023.103382 · ExternalCitation · doi-reference
Road evaluation with ground penetrating radar
10.1016/s0926-9851(99)00052-x · ExternalCitation · doi-reference
Radar interferometry and its application to changes in the Earth’s surface
10.1029/97rg03139 · ExternalCitation · doi-reference
Deep learning
10.1038/nature14539 · ExternalCitation · doi-reference
Global geo-hazard risk assessment of long-span bridges enhanced with InSAR availability
10.1038/s41467-025-64260-x · ExternalCitation · doi-reference
Physics-informed machine learning
10.1038/s42254-021-00314-5 · ExternalCitation · doi-reference
Fiber optic sensors for bridge monitoring
10.1061/(asce)1084-0702(2003)8:6(362) · ExternalCitation · doi-reference
Distributed Strain Behavior of a Reinforced Concrete Bridge: Case Study
10.1061/(asce)be.1943-5592.0000637 · ExternalCitation · doi-reference
Comparison of visual inspection and structural-health monitoring as bridge condition assessment methods
10.1061/(asce)cf.1943-5509.0000802 · ExternalCitation · doi-reference
Capture and quantification of deterioration progression in concrete bridge decks through periodical NDE surveys
10.1061/(asce)is.1943-555x.0000321 · ExternalCitation · doi-reference
Advanced Ground-Penetrating Radar Techniques for Evaluating Deterioration in Bridge Decks
10.1061/jbenf2.beeng-7508 · ExternalCitation · doi-reference
Distributed optical fiber sensing: Review and perspective
10.1063/1.5113955 · ExternalCitation · doi-reference
Digital twin-based non-destructive testing for structural health monitoring of bridges
10.1080/10589759.2023.2239434 · ExternalCitation · doi-reference
10.1080/15732479.2025.2601114
10.1080/15732479.2025.2601114 · ExternalCitation · doi-reference
Measurement of soil water content using ground-penetrating radar: A review of current methods
10.1080/17538947.2017.1412520 · ExternalCitation · doi-reference
Permanent scatterers in SAR interferometry
10.1109/36.898661 · ExternalCitation · doi-reference
Digital twin: Enabling technologies, challenges and open research
10.1109/access.2020.2998358 · ExternalCitation · doi-reference
A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms
10.1109/tgrs.2002.803792 · ExternalCitation · doi-reference
SAR monitoring of progressive and seasonal ground deformation using the permanent scatterers technique
10.1109/tgrs.2003.813278 · ExternalCitation · doi-reference
Automatic analysis of GPR images: A pattern-recognition approach
10.1109/tgrs.2009.2012701 · ExternalCitation · doi-reference
On the use of lateral wave for the interlayer debonding detecting in an asphalt airport pavement using a multistatic GPR system
10.1109/tgrs.2019.2961772 · ExternalCitation · doi-reference
Combined InSAR and terrestrial structural monitoring of bridges
10.1109/tgrs.2020.2979961 · ExternalCitation · doi-reference
A new wave in robotics: Survey on recent mmwave radar applications in robotics
10.1109/tro.2024.3463504 · ExternalCitation · doi-reference
Deep learning-based crack damage detection using convolutional neural networks
10.1111/mice.12263 · ExternalCitation · doi-reference
Structural monitoring with fiber optic technology
10.1115/1.1445327 · ExternalCitation · doi-reference
10.1117/12.434158
10.1117/12.434158 · ExternalCitation · doi-reference
Transformers in vision: A survey
10.1145/3505244 · ExternalCitation · doi-reference
Deep Learning-Based Automated Cover Depth Estimation for Concrete Bridge Decks Using Ground-Penetrating Radar
10.1177/03611981251387128 · ExternalCitation · doi-reference
Post-processing algorithms for distributed optical fiber sensing in structural health monitoring applications
10.1177/1475921720921559 · ExternalCitation · doi-reference
Assessment and visualization of performance indicators of reinforced concrete beams by distributed optical fibre sensing
10.1177/1475921720984431 · ExternalCitation · doi-reference
Damage detection on a historic iron bridge using satellite DInSAR data
10.1177/14759217211054350 · ExternalCitation · doi-reference
Urban dark fiber distributed acoustic sensing for bridge monitoring
10.1177/14759217241231995 · ExternalCitation · doi-reference
Regional-scale bridge condition monitoring using InSAR displacements and environmental data
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