Sparse representations and compressive sampling approaches in engineering mechanics: A review of theoretical concepts and diverse applications

IA Kougioumtzoglou, I Petromichelakis… - Probabilistic Engineering …, 2020 - Elsevier
A review of theoretical concepts and diverse applications of sparse representations and
compressive sampling (CS) approaches in engineering mechanics problems is provided …

Path integral methods for the probabilistic analysis of nonlinear systems under a white-noise process

M Di Paola, G Alotta - ASCE-ASME Journal of Risk …, 2020 - asmedigitalcollection.asme.org
In this paper, the widely known path integral method, derived from the application of the
Chapman–Kolmogorov equation, is described in details and discussed with reference to the …

Addressing the curse of dimensionality in stochastic dynamics: A Wiener path integral variational formulation with free boundaries

I Petromichelakis… - Proceedings of the …, 2020 - royalsocietypublishing.org
A Wiener path integral variational formulation with free boundaries is developed for
determining the stochastic response of high-dimensional nonlinear dynamical systems in a …

Projection pursuit adaptation on polynomial chaos expansions

X Zeng, R Ghanem - Computer Methods in Applied Mechanics and …, 2023 - Elsevier
The present work addresses the issue of accurate stochastic approximations in high-
dimensional parametric space using tools from uncertainty quantification (UQ). The basis …

[BOK][B] Path Integrals in Stochastic Engineering Dynamics

Ever-increasing computational capabilities, novel signal processing techniques, advanced
experimental setups, and progress in emerging and transformative technologies (eg, nano …

Physically driven exact dimension reduction of a class of nonlinear multidimensional systems subjected to additive white noise

T Sun, J Chen - ASCE-ASME Journal of Risk and Uncertainty in …, 2022 - ascelibrary.org
Stochastic response analysis of nonlinear high-dimensional systems subjected to random
excitations is a challenging issue in various engineering fields. The newly developed …

Stochastic response analysis and reliability-based design optimization of nonlinear electromechanical energy harvesters with fractional derivative elements

I Petromichelakis, AF Psaros… - … -ASME Journal of …, 2021 - asmedigitalcollection.asme.org
A methodology based on the Wiener path integral (WPI) technique is developed for
stochastic response determination and reliability-based design optimization of a class of …

Stochastic response determination of nonlinear structural systems with singular diffusion matrices: A Wiener path integral variational formulation with constraints

I Petromichelakis, AF Psaros… - Probabilistic Engineering …, 2020 - Elsevier
The Wiener path integral (WPI) approximate semi-analytical technique for determining the
joint response probability density function (PDF) of stochastically excited nonlinear …

Functional series expansions and quadratic approximations for enhancing the accuracy of the Wiener path integral technique

AF Psaros, IA Kougioumtzoglou - Journal of Engineering …, 2020 - ascelibrary.org
A novel Wiener path integral (WPI) technique is developed for determining the response of
stochastically excited nonlinear oscillators. This is done by employing functional series …

Survival probability of nonlinear oscillators endowed with fractional derivative element and subjected to evolutionary excitation: A stochastic averaging treatment with …

Y Zhang, S Li, F Kong - Probabilistic Engineering Mechanics, 2021 - Elsevier
An analytical method for determining stochastic response and survival probability of
nonlinear oscillators endowed with fractional element and subjected to evolutionary …