Mechanics-Guided optimization of an LSTM network for Real-Time modeling of Temperature-Induced deflection of a Cable-Stayed bridge

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

Review of Bridge Structural Health Monitoring Aided by Big Data and Artificial Intelligence: From Condition Assessment to Damage Detection

(2020) Limin Sun et al.   JOURNAL OF STRUCTURAL ENGINEERING

Performance Degradation Model for Concrete Deck of Bridge Using Pseudo-LSTM

(2020) Youngjin Choi et al.   Sustainability

Numerical Study on the Collapse of the Morandi Bridge

(2020) Daniele Malomo et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Digital modeling on the nonlinear mapping between multi‐source monitoring data of in‐service bridges

(2020) Hanwei Zhao et al.   Structural Control & Health Monitoring

Thermal response separation for bridge long-term monitoring systems using multi-resolution wavelet-based methodologies

(2020) Xiang Xu et al.   Journal of Civil Structural Health Monitoring

General formulas for estimating temperature-induced mid-span vertical displacement of cable-stayed bridges

(2020) Yi Zhou et al.   ENGINEERING STRUCTURES

Stacked bidirectional and unidirectional LSTM recurrent neural network for forecasting network-wide traffic state with missing values

(2020) Zhiyong Cui et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Early Age Deflections in Newly Rehabilitated Steel Girder Bridges Made Composite with Concrete Slabs

(2019) Hema Jayaseelan et al.   Structural Engineering International

Prediction interval of wind power using parameter optimized Beta distribution based LSTM model

(2019) Xiaohui Yuan et al.   APPLIED SOFT COMPUTING

Deep long short-term memory networks for nonlinear structural seismic response prediction

(2019) Ruiyang Zhang et al.   COMPUTERS & STRUCTURES

Cable Structures in Bridge Engineering

(2019) Dongzhou Huang et al.   Journal of Bridge Engineering

Bridge safety is not for granted – A novel approach to bridge management

(2019) M. Pregnolato   ENGINEERING STRUCTURES

Temperature-driven structural identification of a steel girder bridge with an integral abutment

(2018) Brittany Murphy et al.   ENGINEERING STRUCTURES

Modeling Deformation Induced by Thermal Loading Using Long-Term Bridge Monitoring Data

(2018) Guang-Dong Zhou et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Insights into temperature effects on structural deformation of a cable-stayed bridge based on structural health monitoring

(2018) Yi Zhou et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Computer vision and deep learning–based data anomaly detection method for structural health monitoring

(2018) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Correlation-Based Estimation Method for Cable-Stayed Bridge Girder Deflection Variability under Thermal Action

(2018) Dong-Hui Yang et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Behavior Analysis and Early Warning of Girder Deflections of a Steel-Truss Arch Railway Bridge under the Effects of Temperature and Trains: Case Study

(2018) Han-Wei Zhao et al.   Journal of Bridge Engineering

Reliability Assessment Framework of the Long-Span Cable-Stayed Bridge and Traffic System Subjected to Cable Breakage Events

(2017) Yufen Zhou et al.   Journal of Bridge Engineering

Structural behavior of cable-stayed bridges after cable failure

(2016) Seungjun Kim et al.   STRUCTURAL ENGINEERING AND MECHANICS

Design, Analysis and Construction of a Steel Truss Cable-Stayed Bridge for High-Speed Railway in China

(2016) Xuhui He et al.   Structural Engineering International

Temperature-based structural health monitoring baseline for long-span bridges

(2015) M.T. Yarnold et al.   ENGINEERING STRUCTURES

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Regression models for structural health monitoring of welded bridge joints based on temperature, traffic and strain measurements

(2015) Isaac Farreras-Alcover et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Structural health monitoring by using a sparse coding-based deep learning algorithm with wireless sensor networks

(2014) Junqi Guo et al.   Personal and Ubiquitous Computing

Study on correlations of modal frequencies and environmental factors for a suspension bridge based on improved neural networks

(2010) YouLiang Ding et al.   Science China-Technological Sciences