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Recurrent neural network model with Bayesian training and mutual information for response prediction of large buildings

https://doi.org/10.1016/j.engstruct.2018.10.065
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Outgoing claims: the papers this work cites, builds on, or argues with.

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A Frequency-Based Ground Motion Clustering Approach for Data-Driven Surrogate Modeling of Bridges
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Two-step deep learning approach for pavement crack damage detection and segmentation
inferred← citeshttps://doi.org/10.1080/13467581.2026.2646788openalex-snapshot
A deep learning framework for rapid prediction of floor response spectra in multi-story buildings
inferred← citeshttps://doi.org/10.1080/13632469.2021.1988768openalex-snapshot
A Generalized Artificial Neural Network for Displacement-Based Seismic Design of Mass Timber Rocking Walls
inferred← citeshttps://doi.org/10.1080/15732479.2021.2010104openalex-snapshot
Probabilistic safety analysis of coupled train-bridge system using deep learning based surrogate model
inferred← citeshttps://doi.org/10.1080/15732479.2024.2355929openalex-snapshot
Deep learning-based bridge damage cause estimation from multiple images using visual question answering
inferred← citeshttps://doi.org/10.1080/23248378.2024.2338838openalex-snapshot
A method for predicting vibration characteristics of track structure based on rail acceleration and deep learning
inferred← citeshttps://doi.org/10.1088/1361-665x/aba539openalex-snapshot
Empirical mode decomposition and its variants: a review with applications in structural health monitoring
inferred← citeshttps://doi.org/10.1088/1361-665x/ad742dopenalex-snapshot
A nonlinear structural pulse-like seismic response prediction method based on pulse-like identification and decomposition learning
inferred← citeshttps://doi.org/10.1109/cce50788.2020.9299128openalex-snapshot
Model reference Neural Network-based methodology for vibration control in a five-story steel structure
inferred← citeshttps://doi.org/10.1109/taes.2024.3423849openalex-snapshot
Sparse Learning Method With Feature Selection for Sensor Placement and Response Prediction
inferred← citeshttps://doi.org/10.1109/tim.2022.3230466openalex-snapshot
Underground Sedimentary Rock Moisture Permeation Damage Assessment Based on AE Mutual Information
inferred← citeshttps://doi.org/10.1109/tsmc.2020.3048696openalex-snapshot
Attention-Based Sequence-to-Sequence Learning for Online Structural Response Forecasting Under Seismic Excitation
inferred← citeshttps://doi.org/10.1111/mice.12477openalex-snapshot
Concrete crack detection using context-aware deep semantic segmentation network
inferred← citeshttps://doi.org/10.1111/mice.12532openalex-snapshot
Applicability of machine learning to a crack model in concrete bridges
inferred← citeshttps://doi.org/10.1111/mice.12567openalex-snapshot
Noncontact cable force estimation with unmanned aerial vehicle and computer vision
inferred← citeshttps://doi.org/10.1111/mice.12625openalex-snapshot
Automatic railroad track components inspection using real‐time instance segmentation
inferred← citeshttps://doi.org/10.1111/mice.12628openalex-snapshot
Real‐time regional seismic damage assessment framework based on long short‐term memory neural network
inferred← citeshttps://doi.org/10.1111/mice.12642openalex-snapshot
Dual Bayesian inference for risk‐informed vibration‐based damage diagnosis
inferred← citeshttps://doi.org/10.1111/mice.12666openalex-snapshot
Blockchain technology and smart contract for civil structural health monitoring system
inferred← citeshttps://doi.org/10.1111/mice.12680openalex-snapshot
Bayesian‐optimized unsupervised learning approach for structural damage detection
inferred← citeshttps://doi.org/10.1111/mice.12689openalex-snapshot
Nonplanar sensing skins for structural health monitoring based on electrical resistance tomography
inferred← citeshttps://doi.org/10.1111/mice.12715openalex-snapshot
A 3D reconstruction method for buildings based on monocular vision
inferred← citeshttps://doi.org/10.1111/mice.12733openalex-snapshot
A Bayesian smoothing for input‐state estimation of structural systems
inferred← citeshttps://doi.org/10.1111/mice.12741openalex-snapshot
Balanced semisupervised generative adversarial network for damage assessment from low‐data imbalanced‐class regime
inferred← citeshttps://doi.org/10.1111/mice.12747openalex-snapshot
Fuzzy‐based method for efficient seismic performance evaluation of structures with uncertainty
inferred← citeshttps://doi.org/10.1111/mice.12762openalex-snapshot
Adaptive approximate Bayesian computation by subset simulation for structural model calibration
inferred← citeshttps://doi.org/10.1111/mice.12766openalex-snapshot
Automated inspection and monitoring of member deformation in grid structures
inferred← citeshttps://doi.org/10.1111/mice.12777openalex-snapshot
Feasibility of energy harvesting from vertical pedestrian‐induced vibrations of footbridges for smart monitoring applications
inferred← citeshttps://doi.org/10.1111/mice.12778openalex-snapshot
A computational framework for selecting the optimal combination of seismic retrofit and insurance coverage
inferred← citeshttps://doi.org/10.1111/mice.12793openalex-snapshot
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage
inferred← citeshttps://doi.org/10.1111/mice.12797openalex-snapshot
Image‐based monitoring of bolt loosening through deep‐learning‐based integrated detection and tracking
inferred← citeshttps://doi.org/10.1111/mice.12799openalex-snapshot
Deep generative Bayesian optimization for sensor placement in structural health monitoring
inferred← citeshttps://doi.org/10.1111/mice.12804openalex-snapshot
Construction site information decentralized management using blockchain and smart contracts
inferred← citeshttps://doi.org/10.1111/mice.12812openalex-snapshot
Toward a general unsupervised novelty detection framework in structural health monitoring
inferred← citeshttps://doi.org/10.1111/mice.12815openalex-snapshot
Multicategory damage detection and safety assessment of post‐earthquake reinforced concrete structures using deep learning
inferred← citeshttps://doi.org/10.1111/mice.12817openalex-snapshot
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data
inferred← citeshttps://doi.org/10.1111/mice.12822openalex-snapshot
Active learning structural model updating of a multisensory system based on Kriging method and Bayesian inference
inferred← citeshttps://doi.org/10.1111/mice.12823openalex-snapshot
A data-free, support vector machine-based physics-driven estimator for dynamic response computation
inferred← citeshttps://doi.org/10.1111/mice.12831openalex-snapshot
Visual–inertial structural acceleration measurement
inferred← citeshttps://doi.org/10.1111/mice.12832openalex-snapshot
Impact of loss functions on semantic segmentation in far-field monitoring
inferred← citeshttps://doi.org/10.1111/mice.12837openalex-snapshot
Research on the feasibility of visual measurement using first-person perspective based on smartphones
inferred← citeshttps://doi.org/10.1111/mice.12845openalex-snapshot
Large-scale structural health monitoring using composite recurrent neural networks and grid environments
inferred← citeshttps://doi.org/10.1111/mice.12850openalex-snapshot
Lost data neural semantic recovery framework for structural health monitoring based on deep learning
inferred← citeshttps://doi.org/10.1111/mice.12852openalex-snapshot
Deep convolutional generative adversarial networks for the generation of numerous artificial spectrum-compatible earthquake accelerograms using a limited number of ground motion records
inferred← citeshttps://doi.org/10.1111/mice.12889openalex-snapshot
A robust subpixel refinement technique using self-adaptive edge points matching for vision-based structural displacement measurement
inferred← citeshttps://doi.org/10.1111/mice.12892openalex-snapshot
Systemic reliability of bridge networks with mobile sensing-based model updating for postevent transportation decisions
inferred← citeshttps://doi.org/10.1111/mice.12894openalex-snapshot
Visualizing and quantifying small and nonstationary structural motions in video measurement
inferred← citeshttps://doi.org/10.1111/mice.12901openalex-snapshot
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning
inferred← citeshttps://doi.org/10.1111/mice.12906openalex-snapshot
3D vision-based out-of-plane displacement quantification for steel plate structures using structure-from-motion, deep learning, and point-cloud processing
inferred← citeshttps://doi.org/10.1111/mice.12911openalex-snapshot
A multipoint prediction model for nonlinear displacement of concrete dam
inferred← citeshttps://doi.org/10.1111/mice.12919openalex-snapshot
Strain measurement based on cooperative operation with different smartphones
inferred← citeshttps://doi.org/10.1111/mice.12957openalex-snapshot
Estimating small structural motions based on sparsity enforcement
inferred← citeshttps://doi.org/10.1111/mice.12963openalex-snapshot
A modal‐based Kalman filtering framework for mode extraction and decomposition of damped structures
inferred← citeshttps://doi.org/10.1111/mice.12966openalex-snapshot
Displacement measurement of large structures using nonoverlapping field of view multi‐camera systems under six degrees of freedom ego‐motion
inferred← citeshttps://doi.org/10.1111/mice.12967openalex-snapshot
Vision‐aided three‐dimensional damage quantification and finite element model geometric updating for reinforced concrete structures
inferred← citeshttps://doi.org/10.1111/mice.12970openalex-snapshot
Transformer‐optimized generation, detection, and tracking network for images with drainage pipeline defects
inferred← citeshttps://doi.org/10.1111/mice.12971openalex-snapshot
Recording of bridge damage areas by 3D integration of multiple images and reduction of the variability in detected results
inferred← citeshttps://doi.org/10.1111/mice.12973openalex-snapshot
A linear Bayesian filter for input and state estimation of structural systems
inferred← citeshttps://doi.org/10.1111/mice.12980openalex-snapshot
A decoupled algorithm for cable parameter identification by frequency‐ratio‐offset
inferred← citeshttps://doi.org/10.1111/mice.12981openalex-snapshot
Large‐scale building damage assessment using a novel hierarchical transformer architecture on satellite images
inferred← citeshttps://doi.org/10.1111/mice.12982openalex-snapshot
Remote robotic system for 3D measurement of concrete damage in tunnel with ground vehicle and manipulator
inferred← citeshttps://doi.org/10.1111/mice.12983openalex-snapshot
Visual–auditory learning network for construction equipment action detection
inferred← citeshttps://doi.org/10.1111/mice.12993openalex-snapshot
Vision‐based real‐time marine and offshore structural health monitoring system using underwater robots
inferred← citeshttps://doi.org/10.1111/mice.12998openalex-snapshot
Informativeness‐guided active learning for deep learning–based façade defects detection
inferred← citeshttps://doi.org/10.1111/mice.13000openalex-snapshot
Modeling nonlinear flutter behavior of long‐span bridges using knowledge‐enhanced long short‐term memory network
inferred← citeshttps://doi.org/10.1111/mice.13009openalex-snapshot
A graph‐based method for quantifying crack patterns on reinforced concrete shear walls
inferred← citeshttps://doi.org/10.1111/mice.13011openalex-snapshot
Frequency domain identification of modal characteristics and loads from output‐only measurements
inferred← citeshttps://doi.org/10.1111/mice.13021openalex-snapshot
A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation
inferred← citeshttps://doi.org/10.1111/mice.13050openalex-snapshot
A vision monitoring system for multipoint deflection of large‐span bridge based on camera networking
inferred← citeshttps://doi.org/10.1111/mice.13065openalex-snapshot
Cumulative absolute velocity prediction for earthquake early warning with deep learning
inferred← citeshttps://doi.org/10.1111/mice.13076openalex-snapshot
High‐resolution 3‐D geometry updating of digital functional models using point cloud processing and surface cut
inferred← citeshttps://doi.org/10.1111/mice.13086openalex-snapshot
Improving visual question answering for bridge inspection by pre‐training with external data of image–text pairs
inferred← citeshttps://doi.org/10.1111/mice.13088openalex-snapshot
Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability‐cloud model
inferred← citeshttps://doi.org/10.1111/mice.13098openalex-snapshot
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks
inferred← citeshttps://doi.org/10.1111/mice.13102openalex-snapshot
Assessment of out‐of‐plane structural defects using parallel laser line scanning system
inferred← citeshttps://doi.org/10.1111/mice.13105openalex-snapshot
Neural operator for structural simulation and bridge health monitoring
inferred← citeshttps://doi.org/10.1111/mice.13110openalex-snapshot
Image quality evaluation method for surface crack detection based on standard test chart
inferred← citeshttps://doi.org/10.1111/mice.13117openalex-snapshot
Deep learning‐based automatic classification of three‐level surface information in bridge inspection
inferred← citeshttps://doi.org/10.1111/mice.13119openalex-snapshot
Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network
inferred← citeshttps://doi.org/10.1111/mice.13133openalex-snapshot
High‐resolution model reconstruction and bridge damage detection based on data fusion of unmanned aerial vehicles light detection and ranging data imagery
inferred← citeshttps://doi.org/10.1111/mice.13161openalex-snapshot
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges
inferred← citeshttps://doi.org/10.1111/mice.13175openalex-snapshot
Prior knowledge‐infused neural network for efficient performance assessment of structures through few‐shot incremental learning
inferred← citeshttps://doi.org/10.1111/mice.13177openalex-snapshot
Real‐time displacement measurement for long‐span bridges using a compact vision‐based system with speed‐optimized template matching
inferred← citeshttps://doi.org/10.1111/mice.13191openalex-snapshot
Autoencoder‐based method to assess bridge health monitoring data quality
inferred← citeshttps://doi.org/10.1111/mice.13208openalex-snapshot
Estimation of load for tunnel lining in elastic soil using physics‐informed neural network
inferred← citeshttps://doi.org/10.1111/mice.13215openalex-snapshot
A smoothness control method for kilometer‐span railway bridges with analysis of track characteristics
inferred← citeshttps://doi.org/10.1111/mice.13219openalex-snapshot
Lightweight object detection network for multi‐damage recognition of concrete bridges in complex environments
inferred← citeshttps://doi.org/10.1111/mice.13227openalex-snapshot
Displacement sensing based on microscopic vision with high resolution and large measuring range
inferred← citeshttps://doi.org/10.1111/mice.13235openalex-snapshot
Wear diagnosis for rail profile data using a novel multidimensional scaling clustering method
inferred← citeshttps://doi.org/10.1111/mice.13237openalex-snapshot
Two‐stage nonparametric framework for missing data imputation, uncertainty quantification, and incorporation in system identification
inferred← citeshttps://doi.org/10.1111/mice.13242openalex-snapshot
Deep neural network based time–frequency decomposition for structural seismic responses training with synthetic samples
inferred← citeshttps://doi.org/10.1111/mice.13279openalex-snapshot
Railroad missing components detection via cascade region‐based convolutional neural network with predefined proposal templates
inferred← citeshttps://doi.org/10.1111/mice.13291openalex-snapshot
Quantum‐enhanced machine learning technique for rapid post‐earthquake assessment of building safety
inferred← citeshttps://doi.org/10.1111/mice.13292openalex-snapshot
Physics‐informed neural operator solver and super‐resolution for solid mechanics
inferred← citeshttps://doi.org/10.1111/mice.13298openalex-snapshot
Bridge damage identification based on synchronous statistical moment theory of vehicle–bridge interaction
inferred← citeshttps://doi.org/10.1111/mice.13313openalex-snapshot
A domain adaptation methodology for enhancing the classification of structural condition states in continuously monitored historical domes
inferred← citeshttps://doi.org/10.1111/mice.13315openalex-snapshot
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation
inferred← citeshttps://doi.org/10.1111/mice.13319openalex-snapshot
Autonomous post‐disaster indoor navigation and survivor detection using low‐cost micro aerial vehicles
inferred← citeshttps://doi.org/10.1111/mice.13320openalex-snapshot
Hidden structural information reconstruction and seismic response analysis of high‐rise residential shear wall buildings with limited structural data
inferred← citeshttps://doi.org/10.1111/mice.13324openalex-snapshot
Multi‐view street view image fusion for city‐scale assessment of wind damage to building clusters
inferred← citeshttps://doi.org/10.1111/mice.13330openalex-snapshot
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images
inferred← citeshttps://doi.org/10.1111/mice.13333openalex-snapshot
Gravity dam displacement monitoring using in situ strain and deep learning
inferred← citeshttps://doi.org/10.1111/mice.13358openalex-snapshot
Bridge monitoring using mobile sensing data with traditional system identification techniques
inferred← citeshttps://doi.org/10.1111/mice.13361openalex-snapshot
Modal identification of wind turbine tower based on optimal fractional order statistical moments
inferred← citeshttps://doi.org/10.1111/mice.13367openalex-snapshot
A branched Fourier neural operator for efficient calculation of vehicle–track spatially coupled dynamics
inferred← citeshttps://doi.org/10.1111/mice.13370openalex-snapshot
Noise‐robust structural response estimation method using short‐time Fourier transform and long short‐term memory
inferred← citeshttps://doi.org/10.1111/mice.13383openalex-snapshot
Smartphone‐based high durable strain sensor with sub‐pixel‐level accuracy and adjustable camera position
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