Machine learning-based prediction for maximum displacement of seismic isolation systems

Development of extreme gradient boosting model for prediction of punching shear resistance of r/c interior slabs

(2021) Hoang D. Nguyen et al.   ENGINEERING STRUCTURES

Effects of soil–structure interaction on seismic performance of a low-rise R/C moment frame considering material uncertainties

(2021) Hoang D. Nguyen et al.   Journal of Building Engineering

Prediction of seismic drift responses of planar steel moment frames using artificial neural network and extreme gradient boosting

(2021) Hoang D. Nguyen et al.   ENGINEERING STRUCTURES

Rapid seismic damage-state assessment of steel moment frames using machine learning

(2021) Hoang D. Nguyen et al.   ENGINEERING STRUCTURES

Machine learning models for predicting maximum displacement of triple pendulum isolation systems

(2021) Nam V. Nguyen et al.   Structures

Numerical implementation of variable friction sliding base isolators and preliminary experimental results

(2020) Tianye Yang et al.   EARTHQUAKE SPECTRA

A practical ANN model for predicting the PSS of two-way reinforced concrete slabs

(2020) Viet-Linh Tran et al.   ENGINEERING WITH COMPUTERS

A new statistical equation for predicting nonlinear time history displacement of seismic isolation systems

(2020) Nhan D. Dao et al.   Structures

The promise of implementing machine learning in earthquake engineering: A state-of-the-art review

(2020) Yazhou Xie et al.   EARTHQUAKE SPECTRA

Soil–structure Interaction and Vertical-horizontal Coupling Effects in Buildings Isolated by Friction Bearings

(2020) Nhan D. Dao et al.   JOURNAL OF EARTHQUAKE ENGINEERING

Implications of strong earthquake ground motion duration on the response and testing of seismic isolation systems

(2020) Shoma Kitayama et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Influence of soil-structure interaction (SSI) on optimal design of passive damping devices

(2020) Ersin Aydin et al.   Structures

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

(2019) Jalal Kiani et al.   COMPUTERS & STRUCTURES

Machine Learning–Based Failure Mode Recognition of Circular Reinforced Concrete Bridge Columns: Comparative Study

(2019) Sujith Mangalathu et al.   JOURNAL OF STRUCTURAL ENGINEERING

Classification of failure mode and prediction of shear strength for reinforced concrete beam-column joints using machine learning techniques

(2018) Sujith Mangalathu 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

Predicting the dissolution kinetics of silicate glasses using machine learning

(2018) N.M. Anoop Krishnan et al.   JOURNAL OF NON-CRYSTALLINE SOLIDS

Prediction of landslide displacement with an ensemble-based extreme learning machine and copula models

(2018) Huajin Li et al.   Landslides

A machine learning framework for assessing post-earthquake structural safety

(2018) Yu Zhang et al.   STRUCTURAL SAFETY

A Data-Driven Design for Fault Detection of Wind Turbines Using Random Forests and XGboost

(2018) Dahai Zhang et al.   IEEE Access

Pattern recognition approach to assess the residual structural capacity of damaged tall buildings

(2018) Yu Zhang et al.   STRUCTURAL SAFETY

Applicability of equivalent linearization methods to irregular isolated bridges

(2017) J.M. Jara et al.   ENGINEERING STRUCTURES

Estimating aftershock collapse vulnerability using mainshock intensity, structural response and physical damage indicators

(2017) Henry V. Burton et al.   STRUCTURAL SAFETY

Exploring the effects of tuned mass dampers on the seismic performance of structures with nonlinear base isolation systems

(2017) Reza Mirza Hessabi et al.   Earthquakes and Structures

Re-evaluation of equivalent lateral force procedure for prediction of displacement demand in seismically isolated structures

(2013) Deepak R. Pant et al.   ENGINEERING STRUCTURES

Review on Methods to Fix Number of Hidden Neurons in Neural Networks

(2013) K. Gnana Sheela et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Real-time Seismic Damage Detection of Concrete Shear Walls Using Artificial Neural Networks

(2012) Mohammadreza Vafaei et al.   JOURNAL OF EARTHQUAKE ENGINEERING

Assessing the suitability of equivalent linear elastic analysis of seismically isolated multi-storey buildings

(2011) E. Mavronicola et al.   COMPUTERS & STRUCTURES

Prediction of punching shear strength of two-way slabs

(2011) Ahmed A. Elshafey et al.   ENGINEERING STRUCTURES

Comparative response assessment of minimally compliant low-rise conventional and base-isolated steel frames

(2010) Emrah Erduran et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Comparative Response Assessment of Minimally Compliant Low-Rise Base-Isolated and Conventional Steel Moment-Resisting Frame Buildings

(2010) Prayag J. Sayani et al.   JOURNAL OF STRUCTURAL ENGINEERING

Evaluation of equivalent lateral force procedure in estimating seismic isolator displacements

(2010) Gokhan Ozdemir et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Seismic fragilities for non-ductile reinforced concrete frames – Role of aleatoric and epistemic uncertainties

(2009) Ozan Cem Celik et al.   STRUCTURAL SAFETY

Effect of lead rubber bearing characteristics on the response of seismic-isolated bridges

(2008) Asif Hameed et al.   KSCE Journal of Civil Engineering