RANDOM EVOLUTIONS, MARKOV CHAINS, AND SYSTEMS OF PARTIAL DIFFERENTIAL EQUATIONS [PDF]
Richard J. Griego, R. Hersh
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ABSTRACT Modern engineering systems require advanced uncertainty‐aware model updating methods that address parameter correlations beyond conventional interval analysis. This paper proposes a novel framework integrating Riemannian manifold theory with Gaussian Process Regression (GPR) for systems governed by Symmetric Positive‐Definite (SPD) matrix ...
Yanhe Tao +3 more
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Approximating the ideal observer for joint signal detection and estimation tasks by the use of Markov-Chain Monte Carlo with generative adversarial networks. [PDF]
Li D, Li K, Zhou W, Anastasio MA.
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Mine ventilation system reliability evaluation based on a Markov chain. [PDF]
Liu L, Liu J, Zhou Q.
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ABSTRACT A new model for the simulation of fluid flow through rough cracks is presented. The model combines a probabilistic cut finite element method (PCutFEM) to capture the unfitted boundary condition at the fluid interface, with a stochastic random field generator to represent the crack asperities.
Brubeck Lee Freeman +5 more
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Layer wise Scaled Gaussian Priors for Markov Chain Monte Carlo Sampled deep Bayesian neural networks. [PDF]
Jawla D, Kelleher J.
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Finite‐Horizon Behavior of the Periodically Observed Time‐Homogeneous Poisson Process
ABSTRACT When evaluating whether system arrivals can be characterized as a Poisson process, researchers draw conclusions from observed data. In practice, many systems are observed periodically (e.g., hourly, daily, monthly), which leads to discretization errors in the observed data.
Zachary T. Hornberger +2 more
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Assessment of cloud service trusted state based on fuzzy entropy and Markov chain. [PDF]
Yang M, Jiang R, Wang J, Gui B, Long L.
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Markov chain analysis indicates that positive and negative emotions have abnormal temporal interactions during daily life in schizophrenia. [PDF]
Strauss GP +4 more
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STRONG MIXING PROPERTIES OF MARKOV CHAINS WITH INFINITE INVARIANT MEASURE [PDF]
Klaus Krickeberg
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