Attention-based LSTM (AttLSTM) neural network for Seismic Response Modeling of Bridges
出版年份 2022 全文链接
标题
Attention-based LSTM (AttLSTM) neural network for Seismic Response Modeling of Bridges
作者
关键词
-
出版物
COMPUTERS & STRUCTURES
Volume 275, Issue -, Pages 106915
出版商
Elsevier BV
发表日期
2022-10-21
DOI
10.1016/j.compstruc.2022.106915
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- An effective framework for real-time structural damage detection using one-dimensional convolutional gated recurrent unit neural network and high performance computing
- (2022) Tam T. Truong et al. OCEAN ENGINEERING
- Multi-objective optimization of multi-directional functionally graded beams using an effective deep feedforward neural network-SMPSO algorithm
- (2021) Tam T. Truong et al. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
- A multi-scale attention neural network for sensor location selection and nonlinear structural seismic response prediction
- (2021) Teng Li et al. COMPUTERS & STRUCTURES
- Deep learning for nonlinear seismic responses prediction of subway station
- (2021) Pengfei Huang et al. ENGINEERING STRUCTURES
- Geometric Attention Regularization Enhancing Convolutional Neural Networks for Bridge Rubber Bearing Damage Assessment
- (2021) Mida Cui et al. JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES
- Joint damage detection of structures with noisy data by an effective deep learning framework using autoencoder-convolutional gated recurrent unit
- (2021) Tam T. Truong et al. OCEAN ENGINEERING
- A long short-term memory based deep learning algorithm for seismic response uncertainty quantification
- (2021) Anirban Kundu et al. PROBABILISTIC ENGINEERING MECHANICS
- A deep feed-forward neural network for damage detection in functionally graded carbon nanotube-reinforced composite plates using modal kinetic energy
- (2021) Huy Q. Le et al. Frontiers of Structural and Civil Engineering
- Prediction of aeroelastic response of bridge decks using artificial neural networks
- (2020) Tajammal Abbas et al. COMPUTERS & STRUCTURES
- Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling
- (2020) Ruiyang Zhang et al. ENGINEERING STRUCTURES
- Bayesian dynamic forecasting of structural strain response using structural health monitoring data
- (2020) Y.W. Wang et al. Structural Control & Health Monitoring
- Physics-informed multi-LSTM networks for metamodeling of nonlinear structures
- (2020) Ruiyang Zhang et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- Real‐time regional seismic damage assessment framework based on long short‐term memory neural network
- (2020) Yongjia Xu et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Experimental and numerical investigations on seismic performance of RC bridge piers considering buckling and low-cycle fatigue of high-strength steel bars
- (2020) Yang Ding et al. ENGINEERING STRUCTURES
- DynNet: Physics-based neural architecture design for nonlinear structural response modeling and prediction
- (2020) Soheil Sadeghi Eshkevari et al. ENGINEERING STRUCTURES
- PhyGeoNet: Physics-informed geometry-adaptive convolutional neural networks for solving parameterized steady-state PDEs on irregular domain
- (2020) Han Gao et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Time series estimation based on deep Learning for structural dynamic nonlinear prediction
- (2020) Hong Peng et al. Structures
- EA-LSTM: Evolutionary attention-based LSTM for time series prediction
- (2019) Youru Li et al. KNOWLEDGE-BASED SYSTEMS
- Bidirectional LSTM with attention mechanism and convolutional layer for text classification
- (2019) Gang Liu et al. NEUROCOMPUTING
- Prediction of blast induced ground vibration (BIGV) of quarry mining using hybrid genetic algorithm optimized artificial neural network
- (2019) Yousef Azimi et al. MEASUREMENT
- Dynamic wind response of tall buildings using artificial neural network
- (2019) T.J. Nikose et al. STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS
- Deep long short-term memory networks for nonlinear structural seismic response prediction
- (2019) Ruiyang Zhang et al. COMPUTERS & STRUCTURES
- Modeling and forecasting of temperature-induced strain of a long-span bridge using an improved Bayesian dynamic linear model
- (2019) Hao Wang et al. ENGINEERING STRUCTURES
- Neural network-based seismic response prediction model for building structures using artificial earthquakes
- (2019) Byung Kwan Oh et al. JOURNAL OF SOUND AND VIBRATION
- Least-Square-Support-Vector-Machine-based approach to obtain displacement from measured acceleration
- (2018) Jale Tezcan et al. ADVANCES IN ENGINEERING SOFTWARE
- Maintenance Cost Optimization for Bridge Structures Using System Reliability Analysis and Genetic Algorithms
- (2018) Farzad Ghodoosi et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Data-driven modeling of vortex-induced vibration of a long-span suspension bridge using decision tree learning and support vector regression
- (2018) Shanwu Li et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- A new baseline correction method for near-fault strong-motion records based on the target final displacement
- (2018) Yuanzheng Lin et al. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING
- Maintenance Cost Optimization for Bridge Structures Using System Reliability Analysis and Genetic Algorithms
- (2018) Farzad Ghodoosi et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Deep Convolutional Neural Network for Structural Dynamic Response Estimation and System Identification
- (2018) Rih-Teng Wu et al. JOURNAL OF ENGINEERING MECHANICS
- Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
- (2018) M. Raissi et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism
- (2018) Yong Li et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Seismic Vulnerability Analysis of RC Bridges Based on Kriging Model
- (2017) Yuye Zhang et al. JOURNAL OF EARTHQUAKE ENGINEERING
- An improved substructural damage detection approach of shear structure based on ARMAX model residual
- (2015) Liu Mei et al. Structural Control & Health Monitoring
- Nonlinear dynamic analysis of Meloland Road Overpass using three-dimensional continuum modeling approach
- (2013) Amin Rahmani et al. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING
- Benchmark structural control problem for a seismically excited highway bridge-Part I: Phase I Problem definition
- (2009) Anil Agrawal et al. Structural Control & Health Monitoring
- NGA Project Strong-Motion Database
- (2008) Brian Chiou et al. EARTHQUAKE SPECTRA
- Prediction of seismic-induced structural damage using artificial neural networks
- (2008) Oliver Richard de Lautour et al. ENGINEERING STRUCTURES
- Seismic Analysis of Meloland Road Overcrossing Using Multiplatform Simulation Software Including SSI
- (2008) Oh-Sung Kwon et al. JOURNAL OF STRUCTURAL ENGINEERING
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started