A deep learning approach to rapid regional post‐event seismic damage assessment using time‐frequency distributions of ground motions

Pre‐ and post‐earthquake regional loss assessment using deep learning

(2020) Taeyong Kim et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

An open-source framework for regional earthquake loss estimation using the city-scale nonlinear time history analysis

(2020) Xinzheng Lu et al.   EARTHQUAKE SPECTRA

Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling

(2020) Ruiyang Zhang et al.   ENGINEERING STRUCTURES

Effects of Structural and Seismic Factors on the Constant-Strength Ductility Spectra Based on NGA-West2 Database

(2020) Jinjun Hu et al.   SHOCK AND VIBRATION

Real-Time City-Scale Time-History Analysis and Its Application in Resilience-Oriented Earthquake Emergency Responses

(2019) Xinzheng Lu et al.   Applied Sciences-Basel

Structural health monitoring using extremely compressed data through deep learning

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

Improving the accuracy of near-real-time seismic loss estimation using post-earthquake remote sensing images

(2018) Xinzheng Lu et al.   EARTHQUAKE SPECTRA

Emerging artificial intelligence methods in structural engineering

(2018) Hadi Salehi et al.   ENGINEERING STRUCTURES

Disaster damage detection through synergistic use of deep learning and 3D point cloud features derived from very high resolution oblique aerial images, and multiple-kernel-learning

(2018) Anand Vetrivel et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-LOD seismic-damage simulation of urban buildings and case study in Beijing CBD

(2018) Chen Xiong et al.   Bulletin of Earthquake Engineering

Multi-Resolution Feature Fusion for Image Classification of Building Damages with Convolutional Neural Networks

(2018) Diogo Duarte et al.   Remote Sensing

Efficient model updating of a multi-story frame and its foundation stiffness from earthquake records using a timoshenko beam model

(2017) E. Taciroglu et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

An Investigation of Soil-Structure Interaction Effects Observed at the MIT Green Building

(2016) Ertugrul Taciroglu et al.   EARTHQUAKE SPECTRA

Parameter Determination and Damage Assessment for THA-Based Regional Seismic Damage Prediction of Multi-Story Buildings

(2016) Chen Xiong et al.   JOURNAL OF EARTHQUAKE ENGINEERING

Extended Blind Modal Identification Technique for Nonstationary Excitations and Its Verification and Validation

(2016) F. Abazarsa et al.   JOURNAL OF ENGINEERING MECHANICS

Application of the FEMA-P58 methodology for regional earthquake loss prediction

(2016) Xiang Zeng et al.   NATURAL HAZARDS

Detection of Urban Damage Using Remote Sensing and Machine Learning Algorithms: Revisiting the 2010 Haiti Earthquake

(2016) Austin Cooner et al.   Remote Sensing

Extended Blind Modal Identification Technique for Nonstationary Excitations and Its Verification and Validation

(2016) F. Abazarsa et al.   JOURNAL OF ENGINEERING MECHANICS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Application of Cross Wavelet Transform for ECG Pattern Analysis and Classification

(2014) Swati Banerjee et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Vector-valued fragility functions for seismic risk evaluation

(2012) Pierre Gehl et al.   Bulletin of Earthquake Engineering

Response-only modal identification of structures using strong motion data

(2012) S. F. Ghahari et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Response-only modal identification of structures using limited sensors

(2012) F. Abazarsa et al.   Structural Control & Health Monitoring

Vector-valued Intensity Measures Incorporating Spectral Shape For Prediction of Structural Response

(2011) Jack W. Baker et al.   JOURNAL OF EARTHQUAKE ENGINEERING

Performance-based methodology for assessing seismic vulnerability and capacity of buildings

(2010) Lin Shibin et al.   Earthquake Engineering and Engineering Vibration