Research graph
References from Research on deep-sea mining risers damage identification based on Multi-Scale Squeeze-and-Excitation Residual Network. Local targets link to admitted publications; unresolved targets remain external evidence.
Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks
10.1016/j.jsv.2016.10.043 · 2017 · External reference
Unresolved reference
1996 · External reference
Experimental modelling of a top-tensioned riser for vibration-based damage detection
10.1016/j.engstruct.2020.111139 · 2020 · External reference
Effect of fluid-structural interaction on the dynamic response of stepped lifting system subjected to heave motion
10.1016/j.oceaneng.2023.113943 · 2023 · External reference
Sensitivity analyses of resonant frequencies and modal strain energy of damaged beams by perturbation method
10.21595/jve.2018.19560 · 2019 · External reference
Mode shape expansion using perturbed force approach
10.1016/j.jsv.2009.10.027 · 2010 · External reference
An extraction of the natural frequencies and mode shapes of marine risers by the method of differential transformation
10.1016/j.compstruc.2009.07.003 · 2009 · External reference
The linear vibration analysis of marine risers using the WKB-based dynamic stiffness method
10.1006/jsvi.2001.3843 · 2002 · External reference
Damage detection by means of structural damping identification
10.1016/j.engstruct.2008.05.024 · 2008 · External reference
Marine riser vibration response determined by modal analysis
10.1115/1.3446914 · 1979 · External reference
An Euler–Bernoulli beam formulation in an ordinary state-based peridynamic framework
10.1177/1081286517728424 · 2019 · External reference
Vibration-based damage identification methods: a review and comparative study
10.1177/1475921710365419 · 2011 · External reference
Interpretable machine learning approaches for damage identification in drilling risers
10.1016/j.oceaneng.2024.118495 · 2024 · External reference
Intelligent response prediction of deep-sea mining lifting systems under extreme marine conditions
10.1016/j.oceaneng.2026.125389 · 2026 · External reference
Deep residual learning for image recognition
2016 · External reference
Discussion on calculation of the local flexibility due to the crack in a pipe
10.1016/j.ymssp.2008.07.016 · 2009 · External reference
A framework of structural damage detection for civil structures using a combined multi-scale convolutional neural network and echo state network
10.1007/s00366-021-01584-4 · 2023 · External reference
Inspection and monitoring systems subsea pipelines: a review paper
10.1177/1475921719837718 · 2020 · External reference
Squeeze-and-excitation networks
2018 · External reference
Reconstruction of structural acceleration response based on CNN-BiGRU with squeeze-and-excitation under environmental temperature effects
10.1007/s13349-024-00859-w · 2025 · External reference
Batch normalization: accelerating deep network training by reducing internal covariate shift
2015 · External reference
Deep learning for structural health monitoring: data, algorithms, applications, challenges, and trends
10.3390/s23218824 · 2023 · External reference
Structural damage classification in offshore structures under environmental variations and measured noises using linear discrimination analysis
10.1155/2024/6650582 · 2024 · External reference
A residual convolutional autoencoder-based structural damage detection approach for deep-sea mining riser considering data fusion
10.1007/s11802-025-6002-0 · 2025 · External reference
Numerical analysis of vortex-induced vibration on a flexible cantilever riser for deep-sea mining system
10.1016/j.marstruc.2022.103334 · 2023 · External reference
Sensor placement for on orbit modal identification and correlation of large space structures
10.2514/3.20635 · 1991 · External reference
Natural frequencies and critical buckling loads of marine risers
10.1115/1.3257119 · 1988 · External reference
The nonlinear dynamics of long, slender cylinders
10.1115/1.3231047 · 1984 · External reference
Deep-sea mining: interdisciplinary research on potential environmental, legal, economic, and societal implications
10.1002/ieam.4071 · 2018 · External reference
Free vibration analysis of beams and frames with multiple cracks for damage detection
10.1016/j.jsv.2014.05.015 · 2014 · External reference
Mutual information based anomaly detection of monitoring data with attention mechanism and residual learning
10.1016/j.ymssp.2022.109607 · 2023 · External reference
Residual convolutional attention model with transfer learning for detecting multianomalous features in structural vibration data
10.1155/2024/2451763 · 2024 · External reference
Nonlinear modeling and dynamic analysis of wireline riser tensioners for deep-sea mining risers
10.1016/j.oceaneng.2026.125503 · 2026 · External reference
Numerical study on the VIV response of a deep-sea mining riser considering time-varying axial tension and the combined effects of internal and external flows
10.1016/j.oceaneng.2026.126363 · 2026 · External reference
Numerical analysis of parametric excitation characteristics of a deep-sea mining riser under vessel heave motions
10.1016/j.oceaneng.2025.121092 · 2025 · External reference
Numerical analysis of dynamic and fatigue characteristics of deep-sea mining riser considering irregular waves and currents
10.1016/j.oceaneng.2024.118910 · 2024 · External reference
Subsea jumper damage detection based on fractal analysis and modal characteristics
2024 · External reference
Dynamic behavior of a deepwater hard suspension riser under emergency evacuation conditions
10.1016/j.oceaneng.2017.12.050 · 2018 · External reference
A fully coupled nonlinear dynamic model for drilling riser system
10.1007/s11071-024-10626-7 · 2025 · External reference
Real-time fault diagnosis of mooring chain jack hydraulic system based on multi-scale feature fusion under diverse operating conditions
10.3390/jmse13040783 · 2025 · External reference
Vortex-induced vibration response characteristics of deep-sea mining risers considering abrasion damage
10.1007/s13344-025-0063-0 · 2025 · External reference
Advanced comparative modal analysis using stochastics in objective functions for bridge damage detection
10.1007/s00419-026-03109-1 · 2026 · External reference
Evaluation of methods for detecting and monitoring of corrosion damage in risers
10.1115/1.1991877 · 2005 · External reference
Damage detection from changes in curvature mode shapes
10.1016/0022-460x(91)90595-b · 1991 · External reference
Optimum sensor placement for structural damage detection
2000 · External reference
Study on vessel–pipe coupling dynamic behavior under regular waves in deep sea mining process
10.1016/j.oceaneng.2021.110401 · 2022 · External reference
Dropout: a simple way to prevent neural networks from overfitting
2014 · External reference
Going deeper with convolutions
2015 · External reference
Expansion of experimental mode shape from operational modal analysis and virtual sensing for fatigue analysis using the modal expansion method
10.1016/j.ijfatigue.2019.105280 · 2020 · External reference
A numerical study on vortex-induced vibrations and the effect of slurry density variations on fatigue of ocean mining risers
10.1016/j.oceaneng.2019.01.041 · 2019 · External reference
Damaged flexibility matrix method for damage detection of frame buildings
2020 · External reference
Failure detection for deep-sea mining lifting systems based on a hybrid LSTM-RF model
10.1016/j.oceaneng.2025.121772 · 2025 · External reference
Deep residual network framework for structural health monitoring
10.1177/1475921720918378 · 2021 · External reference
Analysis of marine risers subjected to shoal/deep water in the installation process
10.2478/pomr-2022-0016 · 2022 · External reference
Natural frequency analysis of deep-sea mining riser considering varying tension and buffer station
10.1016/j.oceaneng.2022.112372 · 2022 · External reference
Experimental study on dynamic responses of a deep-sea mining system
10.1016/j.oceaneng.2022.110675 · 2022 · External reference
Output-only structural damage localization for deepsea mining risers using cointegration analysis
10.1177/14759217221118655 · 2023 · External reference
Simplified modelling and analysis of a rotating Euler-Bernoulli beam with a single cracked edge
10.1016/j.jsv.2017.12.041 · 2018 · External reference
Technology and equipment of deep-sea mining: state of the art and perspectives
10.1016/j.ees.2024.08.002 · 2025 · External reference
Vibration and stability of cracked hollow-sectional beams
10.1016/s0022-460x(02)01605-x · 2003 · External reference
Modal state vectors of a free-hanging drilling riser during deployment and retrieval
10.1007/s13202-022-01549-3 · 2023 · External reference
Numerical evaluation of the coupled/uncoupled effects of lower marine riser package and/or blowout preventer with a lower flex joint in a hang-off drilling riser
10.1016/j.oceaneng.2022.113004 · 2022 · External reference
A novel damage index for crack identification of a drilling riser during deployment based on the modal vibration energy flow
10.1016/j.geoen.2024.213464 · 2025 · External reference
Numerical investigation on crack identification using natural frequencies and mode shapes of a drilling riser during deployment and retrieval
10.1016/j.petrol.2020.107721 · 2020 · External reference
Effects of breathing cracks on the dynamic characteristics of a drilling riser under irregular waves and the crack identification
10.1063/5.0032955 · 2021 · External reference
Numerical study on mode curvature for damage detection of a drilling riser using transfer matrix technique
10.1016/j.apor.2016.12.008 · 2017 · External reference
In-line inspection (ILI) techniques for subsea pipelines: state-of-the-art
10.3390/jmse12030417 · 2024 · External reference
Analysis of natural frequency of deep-sea mining beam riser considering mixing pump
10.1016/j.oceaneng.2023.113694 · 2023 · External reference
Deep-sea mining: interdisciplinary research on potential environmental, legal, economic, and societal implications
10.1002/ieam.4071 · ExternalCitation · doi-reference
The linear vibration analysis of marine risers using the WKB-based dynamic stiffness method
10.1006/jsvi.2001.3843 · ExternalCitation · doi-reference
A framework of structural damage detection for civil structures using a combined multi-scale convolutional neural network and echo state network
10.1007/s00366-021-01584-4 · ExternalCitation · doi-reference
Advanced comparative modal analysis using stochastics in objective functions for bridge damage detection
10.1007/s00419-026-03109-1 · ExternalCitation · doi-reference
A fully coupled nonlinear dynamic model for drilling riser system
10.1007/s11071-024-10626-7 · ExternalCitation · doi-reference
A residual convolutional autoencoder-based structural damage detection approach for deep-sea mining riser considering data fusion
10.1007/s11802-025-6002-0 · ExternalCitation · doi-reference
Modal state vectors of a free-hanging drilling riser during deployment and retrieval
10.1007/s13202-022-01549-3 · ExternalCitation · doi-reference
Vortex-induced vibration response characteristics of deep-sea mining risers considering abrasion damage
10.1007/s13344-025-0063-0 · ExternalCitation · doi-reference
Reconstruction of structural acceleration response based on CNN-BiGRU with squeeze-and-excitation under environmental temperature effects
10.1007/s13349-024-00859-w · ExternalCitation · doi-reference
Damage detection from changes in curvature mode shapes
10.1016/0022-460x(91)90595-b · ExternalCitation · doi-reference
Numerical study on mode curvature for damage detection of a drilling riser using transfer matrix technique
10.1016/j.apor.2016.12.008 · ExternalCitation · doi-reference
An extraction of the natural frequencies and mode shapes of marine risers by the method of differential transformation
10.1016/j.compstruc.2009.07.003 · ExternalCitation · doi-reference
Technology and equipment of deep-sea mining: state of the art and perspectives
10.1016/j.ees.2024.08.002 · ExternalCitation · doi-reference
Damage detection by means of structural damping identification
10.1016/j.engstruct.2008.05.024 · ExternalCitation · doi-reference
Experimental modelling of a top-tensioned riser for vibration-based damage detection
10.1016/j.engstruct.2020.111139 · ExternalCitation · doi-reference
A novel damage index for crack identification of a drilling riser during deployment based on the modal vibration energy flow
10.1016/j.geoen.2024.213464 · ExternalCitation · doi-reference
Expansion of experimental mode shape from operational modal analysis and virtual sensing for fatigue analysis using the modal expansion method
10.1016/j.ijfatigue.2019.105280 · ExternalCitation · doi-reference
Mode shape expansion using perturbed force approach
10.1016/j.jsv.2009.10.027 · ExternalCitation · doi-reference
Free vibration analysis of beams and frames with multiple cracks for damage detection
10.1016/j.jsv.2014.05.015 · ExternalCitation · doi-reference
Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks
10.1016/j.jsv.2016.10.043 · ExternalCitation · doi-reference
Simplified modelling and analysis of a rotating Euler-Bernoulli beam with a single cracked edge
10.1016/j.jsv.2017.12.041 · ExternalCitation · doi-reference
Numerical analysis of vortex-induced vibration on a flexible cantilever riser for deep-sea mining system
10.1016/j.marstruc.2022.103334 · ExternalCitation · doi-reference
Dynamic behavior of a deepwater hard suspension riser under emergency evacuation conditions
10.1016/j.oceaneng.2017.12.050 · ExternalCitation · doi-reference
A numerical study on vortex-induced vibrations and the effect of slurry density variations on fatigue of ocean mining risers
10.1016/j.oceaneng.2019.01.041 · ExternalCitation · doi-reference
Study on vessel–pipe coupling dynamic behavior under regular waves in deep sea mining process
10.1016/j.oceaneng.2021.110401 · ExternalCitation · doi-reference
Experimental study on dynamic responses of a deep-sea mining system
10.1016/j.oceaneng.2022.110675 · ExternalCitation · doi-reference
Natural frequency analysis of deep-sea mining riser considering varying tension and buffer station
10.1016/j.oceaneng.2022.112372 · ExternalCitation · doi-reference
Numerical evaluation of the coupled/uncoupled effects of lower marine riser package and/or blowout preventer with a lower flex joint in a hang-off drilling riser
10.1016/j.oceaneng.2022.113004 · ExternalCitation · doi-reference
Analysis of natural frequency of deep-sea mining beam riser considering mixing pump
10.1016/j.oceaneng.2023.113694 · ExternalCitation · doi-reference
Effect of fluid-structural interaction on the dynamic response of stepped lifting system subjected to heave motion
10.1016/j.oceaneng.2023.113943 · ExternalCitation · doi-reference
Interpretable machine learning approaches for damage identification in drilling risers
10.1016/j.oceaneng.2024.118495 · ExternalCitation · doi-reference
Numerical analysis of dynamic and fatigue characteristics of deep-sea mining riser considering irregular waves and currents
10.1016/j.oceaneng.2024.118910 · ExternalCitation · doi-reference
Numerical analysis of parametric excitation characteristics of a deep-sea mining riser under vessel heave motions
10.1016/j.oceaneng.2025.121092 · ExternalCitation · doi-reference
Failure detection for deep-sea mining lifting systems based on a hybrid LSTM-RF model
10.1016/j.oceaneng.2025.121772 · ExternalCitation · doi-reference
Intelligent response prediction of deep-sea mining lifting systems under extreme marine conditions
10.1016/j.oceaneng.2026.125389 · ExternalCitation · doi-reference
Nonlinear modeling and dynamic analysis of wireline riser tensioners for deep-sea mining risers
10.1016/j.oceaneng.2026.125503 · ExternalCitation · doi-reference
Numerical study on the VIV response of a deep-sea mining riser considering time-varying axial tension and the combined effects of internal and external flows
10.1016/j.oceaneng.2026.126363 · ExternalCitation · doi-reference
Numerical investigation on crack identification using natural frequencies and mode shapes of a drilling riser during deployment and retrieval
10.1016/j.petrol.2020.107721 · ExternalCitation · doi-reference
Discussion on calculation of the local flexibility due to the crack in a pipe
10.1016/j.ymssp.2008.07.016 · ExternalCitation · doi-reference
Mutual information based anomaly detection of monitoring data with attention mechanism and residual learning
10.1016/j.ymssp.2022.109607 · ExternalCitation · doi-reference
Vibration and stability of cracked hollow-sectional beams
10.1016/s0022-460x(02)01605-x · ExternalCitation · doi-reference
Effects of breathing cracks on the dynamic characteristics of a drilling riser under irregular waves and the crack identification
10.1063/5.0032955 · ExternalCitation · doi-reference
Evaluation of methods for detecting and monitoring of corrosion damage in risers
10.1115/1.1991877 · ExternalCitation · doi-reference
The nonlinear dynamics of long, slender cylinders
10.1115/1.3231047 · ExternalCitation · doi-reference
Natural frequencies and critical buckling loads of marine risers
10.1115/1.3257119 · ExternalCitation · doi-reference
Marine riser vibration response determined by modal analysis
10.1115/1.3446914 · ExternalCitation · doi-reference
Residual convolutional attention model with transfer learning for detecting multianomalous features in structural vibration data
10.1155/2024/2451763 · ExternalCitation · doi-reference
Structural damage classification in offshore structures under environmental variations and measured noises using linear discrimination analysis
10.1155/2024/6650582 · ExternalCitation · doi-reference
An Euler–Bernoulli beam formulation in an ordinary state-based peridynamic framework
10.1177/1081286517728424 · ExternalCitation · doi-reference
Vibration-based damage identification methods: a review and comparative study
10.1177/1475921710365419 · ExternalCitation · doi-reference
Inspection and monitoring systems subsea pipelines: a review paper
10.1177/1475921719837718 · ExternalCitation · doi-reference
Deep residual network framework for structural health monitoring
10.1177/1475921720918378 · ExternalCitation · doi-reference
Output-only structural damage localization for deepsea mining risers using cointegration analysis
10.1177/14759217221118655 · ExternalCitation · doi-reference
Sensitivity analyses of resonant frequencies and modal strain energy of damaged beams by perturbation method
10.21595/jve.2018.19560 · ExternalCitation · doi-reference
Analysis of marine risers subjected to shoal/deep water in the installation process
10.2478/pomr-2022-0016 · ExternalCitation · doi-reference
Sensor placement for on orbit modal identification and correlation of large space structures
10.2514/3.20635 · ExternalCitation · doi-reference
In-line inspection (ILI) techniques for subsea pipelines: state-of-the-art
10.3390/jmse12030417 · ExternalCitation · doi-reference
Real-time fault diagnosis of mooring chain jack hydraulic system based on multi-scale feature fusion under diverse operating conditions
10.3390/jmse13040783 · ExternalCitation · doi-reference
Deep learning for structural health monitoring: data, algorithms, applications, challenges, and trends
10.3390/s23218824 · ExternalCitation · doi-reference
