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 …
uncertainty related to the system's parameter has attracted much attention. Probability …
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 …
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 …
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) …
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 …