Reliability assessment of stochastic dynamical systems using physics informed neural network based PDEM
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 …
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
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) …
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
This paper introduces TC-Diffusion, a novel probabilistic tropical cyclone (TC) full track
simulation method empowered by the diffusion generative model. Leveraging diffusion's …
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
In the traditional up-crossing rate approaches, the absence of consideration for correlation
among crossing events often results in significant inaccuracies, particularly in scenarios …
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
Computational models are of utmost importance in various aspects of structural design and
optimization, uncertainty quantification, risk assessment, and other engineering fields …
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 …
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 …
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
Abstract The Alternative Load Path method is widely adopted to perform progressive
collapse analyses for reinforced concrete (RC) frame structures subjected to column …
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
In engineering, uncertainties pervade product lifecycles, presenting significant challenges to
design reliability and safety, particularly in safety-sensitive industries such as nuclear …
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 …
fundamentals for structural reliability analysis. Nonetheless, it is still challenging to compute …