Reliability assessment of stochastic dynamical systems using physics informed neural network based PDEM

S Das, S Tesfamariam - Reliability Engineering & System Safety, 2024 - Elsevier
In the recent decade, the reliability analysis of a stochastic system coupled with the
uncertainty related to the system's parameter has attracted much attention. Probability …

Joint probabilistic modeling of extreme wind-wave conditions under typhoon impact and applications to extreme response analysis of floating offshore wind turbines

Y Song, X Hong, T Sun, Z Zhang - Engineering Structures, 2024 - Elsevier
The joint probabilistic modeling of extreme wind and wave conditions under typhoon impact
is a critical task for extreme response analysis of floating offshore wind turbines (FOWTs) …

TC-Diffusion: A diffusion-based probabilistic tropical cyclone model with application to typhoon wind hazard assessment

W Jiang, X Zhong, J Zhang - Reliability Engineering & System Safety, 2024 - Elsevier
This paper introduces TC-Diffusion, a novel probabilistic tropical cyclone (TC) full track
simulation method empowered by the diffusion generative model. Leveraging diffusion's …

The generalized first-passage probability considering temporal correlation and its application in dynamic reliability analysis

XL Yang, MM Jia, DG Lu - Structural Safety, 2025 - Elsevier
In the traditional up-crossing rate approaches, the absence of consideration for correlation
among crossing events often results in significant inaccuracies, particularly in scenarios …

Joint probabilistic modelling and sampling from small data via probabilistic learning on manifolds and decoupled multi-probability density evolution method

Z Wan, M Lyu, X Hong, Y Song, J Chen… - Probabilistic Engineering …, 2025 - Elsevier
Computational models are of utmost importance in various aspects of structural design and
optimization, uncertainty quantification, risk assessment, and other engineering fields …

Reliability analysis of floating offshore wind turbine considering multiple failure modes under extreme typhoon-wave condition

Y Song, X Hong, Z Zhang, T Sun, Y Cai - Ocean Engineering, 2025 - Elsevier
Reliability assessment of floating offshore wind turbines (FOWTs) under extreme load
conditions is significant for the structural safety design of FOWTs deployed in typhoon-prone …

An efficient quantum computing based structural reliability analysis method using quantum amplitude estimation

J He - Structural Safety, 2025 - Elsevier
Efficient structural reliability analysis methods are of great concern in civil engineering.
Although excellent works have be dedicated in the past years for improving the computation …

Determination of dynamic collapse limit states using the energy-based method for multi-story RC frames subjected to column removal scenarios

L Ding, J Chen, R Caspeele - Engineering Structures, 2024 - Elsevier
Abstract The Alternative Load Path method is widely adopted to perform progressive
collapse analyses for reinforced concrete (RC) frame structures subjected to column …

[HTML][HTML] Advancing Stochastic Modeling for Nonlinear Problems: Leveraging the Transformation Law of Probability Density

Q Saifi, H Wu, W Brace - Reliability Engineering & System Safety, 2025 - Elsevier
In engineering, uncertainties pervade product lifecycles, presenting significant challenges to
design reliability and safety, particularly in safety-sensitive industries such as nuclear …

Structural Reliability Analysis Using Generalized Distribution Reconstruction Method with Novel Improvements

Z Wan, Y Gao, W Tao - ASCE-ASME Journal of Risk and Uncertainty …, 2024 - ascelibrary.org
The probability density function (PDF) of structural responses is one of the significant
fundamentals for structural reliability analysis. Nonetheless, it is still challenging to compute …