Deep convolutional generative adversarial networks for the generation of numerous artificial spectrum‐compatible earthquake accelerograms using a limited number of ground motion records

Deep learning for post‐hurricane aerial damage assessment of buildings

(2021) Chih‐Shen Cheng et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Probabilistic vehicle weight estimation using physics‐constrained generative adversarial network

(2021) Yang Yu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Balanced semisupervised generative adversarial network for damage assessment from low‐data imbalanced‐class regime

(2021) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Graph neural network and reinforcement learning for multi‐agent cooperative control of connected autonomous vehicles

(2021) Sikai Chen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment

(2020) Nur Sila Gulgec et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Generative adversarial network for road damage detection

(2020) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Shear loading detection of through bolts in bridge structures using a percussion‐based one‐dimensional memory‐augmented convolutional neural network

(2020) Furui Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Detecting safety helmet wearing on construction sites with bounding‐box regression and deep transfer learning

(2020) Jie Shen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Uncertainty‐assisted deep vision structural health monitoring

(2020) Seyed Omid Sajedi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A generative adversarial network for travel times imputation using trajectory data

(2020) Kunpeng Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A hybrid deep learning model for predictive flood warning and situation awareness using channel network sensors data

(2020) Shangjia Dong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Towards blending Physics-Based numerical simulations and seismic databases using Generative Adversarial Network

(2020) Filippo Gatti et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Convolutional neural network for automated classification of jointed plain concrete pavement conditions

(2020) Yung‐An Hsieh et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Seismic Data Augmentation Based on Conditional Generative Adversarial Networks

(2020) Yuanming Li et al.   SENSORS

Towards a reliable seismic assessment of rocking components

(2020) Danilo D'Angela et al.   ENGINEERING STRUCTURES

Deep leaf‐bootstrapping generative adversarial network for structural image data augmentation

(2019) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural health monitoring using extremely compressed data through deep learning

(2019) Mohsen Azimi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks

(2018) Mohammad Amin Nabian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Fragility Assessment Model of Building Structures Using Characteristics of Artificial Aftershock Motions

(2018) Sang Wook Park et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

(2018) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

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

(2018) Carlos A. Perez-Ramirez et al.   ENGINEERING STRUCTURES

Convolutional neural network-based data anomaly detection method using multiple information for structural health monitoring

(2018) Zhiyi Tang et al.   Structural Control & Health Monitoring

A novel methodology for modal parameters identification of large smart structures using MUSIC, empirical wavelet transform, and Hilbert transform

(2017) Juan P. Amezquita-Sanchez et al.   ENGINEERING STRUCTURES

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

(2017) Mohammad Hossein Rafiei et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

New method for modal identification of super high-rise building structures using discretized synchrosqueezed wavelet and Hilbert transforms

(2016) Zhijun Li et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Fuzzy-Valued Intensity Measures for Near-Fault Pulse-Like Ground Motions

(2015) Hao Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Wavelet-Based Method for Generating Nonstationary Artificial Pulse-Like Near-Fault Ground Motions

(2014) G. Ghodrati Amiri et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A stochastic model and synthesis for near-fault impulsive ground motions

(2014) Dixiong Yang et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Correlation between seismic parameters of far-fault motions and damage indices of low-rise reinforced concrete frames

(2014) Vui Van Cao et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Generation of Near-Field Artificial Ground Motions Compatible with Median-Predicted Spectra Using PSO-Based Neural Network and Wavelet Analysis

(2012) G. Ghodrati Amiri et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Generation of response-spectrum-compatible artificial earthquake accelerograms with random joint time–frequency distributions

(2011) Pierfrancesco Cacciola et al.   PROBABILISTIC ENGINEERING MECHANICS

Simulation of synthetic ground motions for specified earthquake and site characteristics

(2010) Sanaz Rezaeian et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS