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

Variability in corrosion damage models and its effect on seismic collapse fragility of aging reinforced concrete frames

(2021) Xiao-Hui Yu et al.   CONSTRUCTION AND BUILDING MATERIALS

Metamodel-Based Seismic Fragility Analysis of Concrete Gravity Dams

(2020) Rocio Segura et al.   JOURNAL OF STRUCTURAL ENGINEERING

Seismic fragility evaluation of FRP-retrofitted RC frames subjected to mainshock-aftershock records

(2020) Hassan Shafaei et al.   Structures

Understanding the cyclic performance of composite steel-concrete connections on steel bridges

(2020) Rohola Rahnavard et al.   ENGINEERING STRUCTURES

Numerical investigation of the cyclic performance of reinforced concrete frames equipped with a combination of a rubber core and a U-shaped metallic damper

(2020) Rohola Rahnavard et al.   ENGINEERING STRUCTURES

Influence of frequency content of ground motions on seismic fragility of equipment in nuclear power plant

(2020) Qiujin Ma et al.   ENGINEERING STRUCTURES

Seismic risk analysis for reinforced concrete structures with both random and parallelepiped convex variables

(2019) Xiao-Xiao Liu et al.   Structure and Infrastructure Engineering

Estimating inelastic seismic response of reinforced concrete frame structures using a wavelet support vector machine and an artificial neural network

(2019) Sadjad Gharehbaghi et al.   NEURAL COMPUTING & APPLICATIONS

On the application of machine learning techniques to derive seismic fragility curves

(2019) Jalal Kiani et al.   COMPUTERS & STRUCTURES

Stripe‐based fragility analysis of multispan concrete bridge classes using machine learning techniques

(2019) Sujith Mangalathu et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Comparative evaluation of MFP and RBF neural networks’ ability for instant estimation of r/c buildings’ seismic damage level

(2019) Konstantinos Morfidis et al.   ENGINEERING STRUCTURES

Development of a compound intensity measure using partial least-squares regression and its statistical evaluation based on probabilistic seismic demand analysis

(2019) Ting-Ting Liu et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Rapid seismic damage evaluation of bridge portfolios using machine learning techniques

(2019) Sujith Mangalathu 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

Probabilistic seismic risk assessment of concrete bridge piers reinforced with different types of shape memory alloys

(2018) A.H.M. Muntasir Billah et al.   ENGINEERING STRUCTURES

Seismic performance-based design and risk analysis of thermal power plant building with consideration of vertical and mass irregularities

(2018) Jianze Wang et al.   ENGINEERING STRUCTURES

Seismic fragility analysis with artificial neural networks: Application to nuclear power plant equipment

(2018) Zhiyi Wang et al.   ENGINEERING STRUCTURES

Approaches to the rapid seismic damage prediction of r/c buildings using artificial neural networks

(2018) Konstantinos Morfidis et al.   ENGINEERING STRUCTURES

Artificial neural network based multi-dimensional fragility development of skewed concrete bridge classes

(2018) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

An Approach to Develop Compound Intensity Measures for Prediction of Damage Potential of Earthquake Records Using Canonical Correlation Analysis

(2018) Ting-Ting Liu et al.   JOURNAL OF EARTHQUAKE ENGINEERING

Multivariate probabilistic seismic demand model for the bridge multidimensional fragility analysis

(2018) Qi’ang Wang et al.   KSCE Journal of Civil Engineering

Seismic life-cycle cost analysis of ageing highway bridges under chloride exposure conditions: modelling and recommendations

(2018) Shivang Shekhar et al.   Structure and Infrastructure Engineering

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

Seismic performance evaluation of soil-foundation-reinforced concrete frame systems by endurance time method

(2018) Jiulin Bai et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Artificial neural network based method for seismic fragility analysis of steel frames

(2017) Zhen Liu et al.   KSCE Journal of Civil Engineering

Fragility analysis methods: Review of existing approaches and application

(2017) Irmela Zentner et al.   NUCLEAR ENGINEERING AND DESIGN

Bootstrapped Artificial Neural Networks for the seismic analysis of structural systems

(2017) E. Ferrario et al.   STRUCTURAL SAFETY

Seismic fragility assessment of highway bridges using support vector machines

(2016) S. N. Mahmoudi et al.   Bulletin of Earthquake Engineering

Multidimensional performance limit state for probabilistic seismic demand analysis

(2016) Xiao Xiao Liu et al.   Bulletin of Earthquake Engineering

Full-Scale Structural and Nonstructural Building System Performance during Earthquakes: Part II – NCS Damage States

(2016) Elide Pantoli et al.   EARTHQUAKE SPECTRA

Sampling based numerical seismic assessment of continuous span RC bridges

(2016) Ricardo Monteiro   ENGINEERING STRUCTURES

Epistemic uncertainty assessment using Incremental Dynamic Analysis and Neural Networks

(2015) Dimitris G. Giovanis et al.   Bulletin of Earthquake Engineering

Computation of bridge seismic fragility by large-scale simulation for probabilistic resilience analysis

(2015) Aman Karamlou et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Correlation between ground motion intensity measures and seismic damage of 3D R/C buildings

(2015) Konstantinos Kostinakis et al.   ENGINEERING STRUCTURES

Performance of buildings with masonry infill walls during the 2011 Lorca earthquake

(2013) Lutz Hermanns et al.   Bulletin of Earthquake Engineering

Use of response surface metamodels to generate system level fragilities for existing curved steel bridges

(2013) Junwon Seo et al.   ENGINEERING STRUCTURES

Fragility functions of blockwork wharves using artificial neural networks

(2013) Armando Calabrese et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Multidimensional Performance Limit State for Hazard Fragility Functions

(2010) G. P. Cimellaro et al.   JOURNAL OF ENGINEERING MECHANICS

Evaluating effectiveness and optimum design of isolation devices for highway bridges using the fragility function method

(2009) Jian Zhang et al.   ENGINEERING STRUCTURES