Gaussian process assisted stochastic dynamic analysis with applications to near-periodic structures

Uncertainty propagation in dynamic sub-structuring by model reduction integrated domain decomposition

(2020) Tanmoy Chatterjee et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Decoupling uncertainty quantification from robust design optimization

(2019) Tanmoy Chatterjee et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Bandgap widening by disorder in rainbow metamaterials

(2019) Paolo Celli et al.   APPLIED PHYSICS LETTERS

Emulating dynamic non-linear simulators using Gaussian processes

(2019) Hossein Mohammadi et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Uncertainty propagation of frequency response functions using a multi-output Gaussian Process model

(2019) Jun Lu et al.   COMPUTERS & 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

Periodically arranged acoustic metamaterial in industrial applications: The need for uncertainty quantification

(2019) J. Henneberg et al.   APPLIED ACOUSTICS

Graph-Theoretic-Approach-Assisted Gaussian Process for Nonlinear Stochastic Dynamic Analysis under Generalized Loading

(2019) Souvik Chakraborty et al.   JOURNAL OF ENGINEERING MECHANICS

Dynamics of fractional-order multi-beam mass system excited by base motion

(2019) Stepa Paunović et al.   APPLIED MATHEMATICAL MODELLING

An uncertainty model of acoustic metamaterials with random parameters

(2018) Z. C. He et al.   COMPUTATIONAL MECHANICS

Projection methods for stochastic dynamic systems: A frequency domain approach

(2018) S.E. Pryse et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

h–p adaptive model based approximation of moment free sensitivity indices

(2018) Tanmoy Chatterjee et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Reduced order modeling for nonlinear structural analysis using Gaussian process regression

(2018) Mengwu Guo et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

On the confidence bounds of Gaussian process NARX models and their higher-order frequency response functions

(2018) K. Worden et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An efficient sparse Bayesian learning framework for stochastic response analysis

(2017) Tanmoy Chatterjee et al.   STRUCTURAL SAFETY

A software framework for probabilistic sensitivity analysis for computationally expensive models

(2016) N. Vu-Bac et al.   ADVANCES IN ENGINEERING SOFTWARE

Nonlocal vibration and stability of a multiple-nanobeam system coupled by the Winkler elastic medium

(2016) Danilo Karličić et al.   APPLIED MATHEMATICAL MODELLING

A Critical Assessment of Kriging Model Variants for High-Fidelity Uncertainty Quantification in Dynamics of composite Shells

(2016) T. Mukhopadhyay et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Stochastic stability of multi-nanobeam systems

(2016) Ivan R. Pavlović et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

A bi-level approximation tool for the computation of FRFs in stochastic dynamic systems

(2016) Tanmoy Chatterjee et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Surrogate based design optimisation of composite aerofoil cross-section for helicopter vibration reduction

(2016) M. S. Murugan et al.   AERONAUTICAL JOURNAL

Dynamics of multiple viscoelastic carbon nanotube based nanocomposites with axial magnetic field

(2014) Danilo Karličić et al.   JOURNAL OF APPLIED PHYSICS

Robust optimization of structural dynamic characteristics based on adaptive Kriging model and CNSGA

(2014) Jin Cheng et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Metamodel-based importance sampling for structural reliability analysis

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

Free vibration analysis of elastically connected multiple-beams by using the Adomian modified decomposition method

(2012) Qibo Mao   JOURNAL OF SOUND AND VIBRATION

Exact closed-form solutions for the natural frequencies and stability of elastically connected multiple beam system using Timoshenko and high-order shear deformation theory

(2012) Vladimir Stojanović et al.   JOURNAL OF SOUND AND VIBRATION

Enhanced meta-modelling technique for analysis of mode crossing, mode veering and mode coalescence in structural dynamics

(2011) A. Gallina et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Reliability-based design optimization using kriging surrogates and subset simulation

(2011) Vincent Dubourg et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Interval model updating with irreducible uncertainty using the Kriging predictor

(2010) Hamed Haddad Khodaparast et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Component mode synthesis as a framework for uncertainty analysis

(2009) L. Hinke et al.   JOURNAL OF SOUND AND VIBRATION

Free vibrations of elastically connected stretched beams

(2009) S. Graham Kelly et al.   JOURNAL OF SOUND AND VIBRATION

Computational methods in optimization considering uncertainties – An overview

(2008) G.I. Schuëller et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

The forced vibration of one-dimensional multi-coupled periodic structures: An application to finite element analysis

(2008) Denys J. Mead   JOURNAL OF SOUND AND VIBRATION