Vibration characteristic analyses of medium-and small-span girder bridge groups in highway systems based on machine learning models

Prediction of Structural Type for City-Scale Seismic Damage Simulation Based on Machine Learning

(2020) Zhen Xu et al.   Applied Sciences-Basel

Bridge Seismic Damage Assessment Model Applying Artificial Neural Networks and the Random Forest Algorithm

(2020) Hanxi Jia et al.   Advances in Civil Engineering

Reconstructing seismic response demands across multiple tall buildings using kernel‐based machine learning methods

(2019) Han Sun et al.   Structural Control & Health Monitoring

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

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

Rapid seismic damage evaluation of bridge portfolios using machine learning techniques

(2019) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Bridge classes for regional seismic risk assessment: Improving HAZUS models

(2017) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

Methodology for the development of bridge-specific fragility curves

(2016) Sotiria P. Stefanidou et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

ANCOVA-based grouping of bridge classes for seismic fragility assessment

(2016) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

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

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

mixtools: AnRPackage for Analyzing Finite Mixture Models

(2015) Tatiana Benaglia et al.   Journal of Statistical Software

Surrogate modeling and failure surface visualization for efficient seismic vulnerability assessment of highway bridges

(2013) Jayadipta Ghosh et al.   PROBABILISTIC ENGINEERING MECHANICS

Analytical Fragility Curves for Ordinary Highway Bridges in Turkey

(2011) Özgür Avşar et al.   EARTHQUAKE SPECTRA

Nonlinear Finite-Element Analysis Software Architecture Using Object Composition

(2009) Frank McKenna et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Probability concepts in engineering: emphasis on applications to civil and environmental engineering

(2008) Dan M. Frangopol   Structure and Infrastructure Engineering