Seismic reliability analysis using a multi-fidelity surrogate model: Example of base-isolated buildings

Seismic fragility analysis based on artificial ground motions and surrogate modeling of validated structural simulators

(2021) Giuseppe Abbiati et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Multi-fidelity approach for uncertainty quantification of buried pipeline response undergoing fault rupture displacements in sand

(2021) Sandip Dey et al.   COMPUTERS AND GEOTECHNICS

Reduced order modeling of hysteretic structural response and applications to seismic risk assessment

(2020) D. Patsialis et al.   ENGINEERING STRUCTURES

Multi-objective optimization of inter-story isolated buildings using metaheuristic and derivative-free algorithms

(2020) Konstantinos Skandalos et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Transfer learning based multi-fidelity physics informed deep neural network

(2020) Souvik Chakraborty   JOURNAL OF COMPUTATIONAL PHYSICS

Reliability-based optimization of nonlinear energy sink with negative stiffness and sliding friction

(2020) Sourav Das et al.   JOURNAL OF SOUND AND VIBRATION

Efficient methodology for seismic fragility curves estimation by active learning on Support Vector Machines

(2020) Rémi Sainct et al.   STRUCTURAL SAFETY

Reliability of elastomeric-isolated buildings under historical earthquakes with/without forward-directivity effects

(2019) Hatice Gazi et al.   ENGINEERING STRUCTURES

A Gaussian process latent force model for joint input-state estimation in linear structural systems

(2019) Rajdip Nayek et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Effects of the improper modeling of viscous damping on the first‐mode and higher‐mode dominated responses of base‐isolated buildings

(2019) Hamidreza Anajafi et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Displacement-Based Design of Hybrid RC–Timber Structure: Seismic Risk Assessment

(2019) Solomon Tesfamariam et al.   JOURNAL OF STRUCTURAL ENGINEERING

A composite neural network that learns from multi-fidelity data: Application to function approximation and inverse PDE problems

(2019) Xuhui Meng et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Multifidelity Gaussian Process Model Integrating Low- and High-Fidelity Data Considering Censoring

(2019) Min Li et al.   JOURNAL OF STRUCTURAL ENGINEERING

A metamodeling based seismic life-cycle cost assessment framework for highway bridge structures

(2019) Shivang Shekhar et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Robust design of a multi-floor isolation system

(2018) Hamidreza Anajafi et al.   Structural Control & Health Monitoring

A novel stochastic linearization framework for seismic demand estimation of hysteretic MDOF systems subject to linear response spectra

(2018) Ioannis P. Mitseas et al.   STRUCTURAL SAFETY

Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization

(2018) Benjamin Peherstorfer et al.   SIAM REVIEW

Developing collapse fragility curves for base-isolated buildings

(2018) Donatello Cardone et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Seismic risk sensitivity of structures equipped with anti-seismic devices with uncertain properties

(2018) Fabrizio Scozzese et al.   STRUCTURAL SAFETY

Response prediction of nonlinear hysteretic systems by deep neural networks

(2018) Taeyong Kim et al.   NEURAL NETWORKS

Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling

(2017) P. Perdikaris et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Multi-objective risk-informed design of floor isolation systems

(2016) Ioannis Gidaris et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

Life-cycle cost and seismic reliability analysis of 3D systems equipped with FPS for different isolation degrees

(2016) P. Castaldo et al.   ENGINEERING STRUCTURES

Model-reduction techniques for reliability-based design problems of complex structural systems

(2016) H.A. Jensen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Remarks on multi-fidelity surrogates

(2016) Chanyoung Park et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Assessing small failure probabilities by AK–SS: An active learning method combining Kriging and Subset Simulation

(2016) Xiaoxu Huang et al.   STRUCTURAL SAFETY

Robust optimum design of base isolation system in seismic vibration control of structures under random system parameters

(2015) Bijan Kumar Roy et al.   STRUCTURAL SAFETY

Multifidelity approaches for optimization under uncertainty

(2014) Leo W. T. Ng et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Seismic risk of base isolated non-ductile reinforced concrete buildings considering uncertainties and mainshock–aftershock sequences

(2014) Ruilong Han et al.   STRUCTURAL SAFETY

Appropriate viscous damping for nonlinear time-history analysis of base-isolated reinforced concrete buildings

(2013) Deepak R. Pant et al.   EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

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

(2013) Junwon Seo et al.   ENGINEERING STRUCTURES

Reliability-based-design-optimization of base isolated buildings considering stochastic system parameters subjected to random earthquakes

(2013) Sudib Kumar Mishra et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Metamodel-based importance sampling for structural reliability analysis

(2013) V. Dubourg et al.   PROBABILISTIC ENGINEERING MECHANICS

Conditional Mean Spectrum: Tool for Ground-Motion Selection

(2010) Jack W. Baker   JOURNAL OF STRUCTURAL ENGINEERING

Lifecycle cost–benefit analysis of isolated buildings

(2009) K. Goda et al.   STRUCTURAL SAFETY

Problems with Rayleigh Damping in Base-Isolated Buildings

(2008) Keri L. Ryan et al.   JOURNAL OF STRUCTURAL ENGINEERING

Stochastic response of building frames isolated by lead-rubber bearings

(2008) R. S. Jangid   Structural Control & Health Monitoring

Incorporating modeling uncertainties in the assessment of seismic collapse risk of buildings

(2008) Abbie B. Liel et al.   STRUCTURAL SAFETY