A deep learning-based interferometric synthetic aperture radar framework for abnormal displacement deformation prediction of bridges

An efficient method for predicting wheel-rail forces in coupled nonlinear train-track-bridge system using artificial neural networks

(2023) Xun Zhang et al.   ADVANCES IN STRUCTURAL ENGINEERING

Energy consumption optimization in wastewater treatment plants: Machine learning for monitoring incineration of sewage sludge

(2023) Behrouz Adibimanesh et al.   Sustainable Energy Technologies and Assessments

Prediction of maximum tensile stress in plain-weave composite laminates with interacting holes via stacked machine learning algorithms: A comparative study

(2023) Faramarz Bagherzadeh et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damaged cable identification in cable-stayed bridge from bridge deck strain measurements using support vector machine

(2022) Jianying Ren et al.   ADVANCES IN STRUCTURAL ENGINEERING

Deep learning and data augmentation based data imputation for structural health monitoring system in multi-sensor damaged state

(2022) Jiale Hou et al.   MEASUREMENT

Machine learning-based bridge cable damage detection under stochastic effects of corrosion and fire

(2022) Jinpeng Feng et al.   ENGINEERING STRUCTURES

Detecting seasonal and trend components in PS-InSAR displacement time series

(2022) Zechao Bai et al.   Geocarto International

Land Subsidence Monitoring Method in Regions of Variable Radar Reflection Characteristics by Integrating PS-InSAR and SBAS-InSAR Techniques

(2022) Peng Zhang et al.   Remote Sensing

Temperature behaviors of an arch bridge through integration of field monitoring and unified numerical simulation

(2022) Qi Xia et al.   ADVANCES IN STRUCTURAL ENGINEERING

Influence line estimation of bridge based on Elastic Net and vehicle-induced response

(2022) Chi Zhang et al.   MEASUREMENT

Attention-based LSTM (AttLSTM) neural network for Seismic Response Modeling of Bridges

(2022) Yuchen Liao et al.   COMPUTERS & STRUCTURES

Data-driven compressive strength prediction of steel fiber reinforced concrete (SFRC) subjected to elevated temperatures using stacked machine learning algorithms

(2022) Torkan Shafighfard et al.   Journal of Materials Research and Technology-JMR&T

Development of China’s spaceborne SAR satellite, processing strategy, and application: take Gaofen-3 series as an example

(2022) Guo Zhang et al.   Geo-Spatial Information Science

Vibration characteristic analyses of medium-and small-span girder bridge groups in highway systems based on machine learning models

(2021) Guanya Lu et al.   ADVANCES IN STRUCTURAL ENGINEERING

Assessing the Accuracy of ALOS/PALSAR-2 and Sentinel-1 Radar Images in Estimating the Land Subsidence of Coastal Areas: A Case Study in Alexandria City, Egypt

(2021) Noura Darwish et al.   Remote Sensing

Seismic fragility analysis of RC frame-shear wall structure under multidimensional performance limit state based on ensemble neural network

(2021) Da-Wei Jia et al.   ENGINEERING STRUCTURES

A bridge weigh-in-motion method of motorway bridges considering random traffic flow based on long-gauge fibre Bragg grating sensors

(2021) Lu Zhang et al.   MEASUREMENT

A Most-Unfavorable-Condition Method for Bridge-Damage Detection and Analysis Using PSP-InSAR

(2021) Runjie Wang et al.   Remote Sensing

Magnetic flux detection and identification of bridge cable metal area loss damage

(2020) Yanchun Ni et al.   MEASUREMENT

Automatic Lithology Identification by Applying LSTM to Logging Data: A Case Study in X Tight Rock Reservoirs

(2020) Jing Lin et al.   IEEE Geoscience and Remote Sensing Letters

Radar Interferometry Time Series to Investigate Deformation of Soft Clay Subgrade Settlement—A Case Study of Lungui Highway, China

(2019) Xuemin Xing et al.   Remote Sensing

A bridge-tailored multi-temporal DInSAR approach for remote exploration of deformation characteristics and mechanisms of complexly structured bridges

(2019) Xiaoqiong Qin et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast

(2018) Weikai Tan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Design and Implementation of a New System for Large Bridge Monitoring—GeoSHM

(2018) Xiaolin Meng et al.   SENSORS

Mapping and Characterizing Thermal Dilation of Civil Infrastructures with Multi-Temporal X-Band Synthetic Aperture Radar Interferometry

(2018) Xiaoqiong Qin et al.   Remote Sensing

Structural Health and Stability Assessment of High-Speed Railways via Thermal Dilation Mapping With Time-Series InSAR Analysis

(2017) Xiaoqiong Qin et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Displacement monitoring and modelling of a high-speed railway bridge using C-band Sentinel-1 data

(2017) Qihuan Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Piezoelectric impedance based damage detection in truss bridges based on time frequency ARMA model

(2016) Xingyu Fan et al.   Smart Structures and Systems

FEM Calibrated ARMAX Model Updating Method for Time Domain Damage Identification

(2013) Ying Wang et al.   ADVANCES IN STRUCTURAL ENGINEERING

Complex Urban Infrastructure Deformation Monitoring Using High Resolution PSI

(2012) Hengxing Lan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

The Thermal Expansion Component of Persistent Scatterer Interferometry Observations

(2011) Oriol Monserrat et al.   IEEE Geoscience and Remote Sensing Letters