[PDF][PDF] Data augmentation based malware detection using convolutional neural networks

FO Catak, J Ahmed, K Sahinbas, ZH Khand - Peerj computer science, 2021 - peerj.com
Due to advancements in malware competencies, cyber-attacks have been broadly observed
in the digital world. Cyber-attacks can hit an organization hard by causing several damages …

Random vibration and reliability analysis of fluid-conveying pipe under white noise excitations

S Wei, Y Sun, H Ding, LQ Chen - Applied Mathematical Modelling, 2023 - Elsevier
Due to the random excitation in the external environment, the fluid-conveying pipe would
inevitably undergo random vibration. This paper investigates the random vibration and …

Effects of weights on vibration suppression via a nonlinear energy sink under vertical stochastic excitations

X Li, H Ding, LQ Chen - Mechanical Systems and Signal Processing, 2022 - Elsevier
A primary structure attached by a nonlinear energy sink (NES) moving vertically under a
Gaussian white noise excitation is investigated. This paper demonstrates the stochastic …

Reliability of dynamical systems with combined Gaussian and Poisson white noise via path integral method

W Zan, W Jia, Y Xu - Probabilistic Engineering Mechanics, 2022 - Elsevier
Analyzing the reliability of a stochastic dynamical system represents one of the most
challenging problems in stochastic dynamics. In this paper, the reliability of dynamical …

Reliability assessment in structural dynamics

B Goller, HJ Pradlwarter, GI Schuëller - Journal of Sound and Vibration, 2013 - Elsevier
This paper presents a brief survey of methods for efficient reliability analysis of dynamical
systems. The importance of the consideration of uncertainties both with respect to loading …

Semi-analytical solutions for stationary response of a stay cable under combined Gaussian and Poisson excitations

W Ye, L Chen, JQ Sun - Journal of Sound and Vibration, 2023 - Elsevier
This paper studies nonlinear random vibrations of a stay cable subject to combined
Gaussian and Poisson excitations. The Gaussian excitation is continuous stochastic process …

[HTML][HTML] Directional importance sampling for dynamic reliability of linear structures under non-Gaussian white noise excitation

XY Zhang, MA Misraji, MA Valdebenito… - Mechanical Systems and …, 2025 - Elsevier
Reliability analysis of dynamic structural systems and its implications for structural design
have garnered increasing attention. Sample-based methods prove insensitive to the …

Efficient reliability assessment of structural dynamic systems with unequal weighted quasi-Monte Carlo simulation

J Xu, W Zhang, R Sun - Computers & Structures, 2016 - Elsevier
An efficient method for reliability assessment of structural dynamic systems is proposed. In
the proposed method, the reliability is evaluated by the equivalent extreme value distribution …

Nonstationary response envelope probability densities of nonlinear oscillators

PD Spanos, A Sofi, M Di Paola - 2007 - asmedigitalcollection.asme.org
The nonstationary random response of a class of lightly damped nonlinear oscillators
subjected to Gaussian white noise is considered. An approximate analytical method for …

Approximate averaged derivative moments and stochastic response of high-DOF quasi-non-integrable Hamiltonian systems under Poisson white noises

J Sun, Y Luo, L Chen, B Yan - International Journal of Non-Linear …, 2024 - Elsevier
Stochastic response prediction is one of the principal topics in diverse branches of
engineering, such as aerospace engineering, mechanical engineering, and vehicle …