A Generalized Sampling and Preconditioning Scheme for Sparse Approximation of Polynomial Chaos Expansions [PDF]
John Jakeman, Akil Narayan, Tao Tang
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A non-linear and stochastic response surface method for Bayesian estimation of uncertainty in soil moisture simulation from a land surface model [PDF]
This study presents a simple and efficient scheme for Bayesian estimation of uncertainty in soil moisture simulation by a Land Surface Model (LSM). The scheme is assessed within a Monte Carlo (MC) simulation framework based on the Generalized Likelihood ...
F. Hossain, E. N. Anagnostou, K.-H. Lee
doaj
Sensitivity-enhanced generalized polynomial chaos for efficient uncertainty quantification [PDF]
Kyriakos D. Kantarakias +1 more
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Robust Self-Tuning Control under Probabilistic Uncertainty using Generalized Polynomial Chaos Models [PDF]
Yuncheng Du +2 more
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Solving Continuous Models with Dependent Uncertainty: A Computational Approach
This paper presents a computational study on a quasi-Galerkin projection-based method to deal with a class of systems of random ordinary differential equations (r.o.d.e.’s) which is assumed to depend on a finite number of random variables (r.v.’s).
J.-C. Cortés +4 more
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Adaptation and Enhancement of Generalized Polynomial Chaos for Industrial Applications [PDF]
Philipp Glaser +2 more
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In this paper, we present a dynamic model of syphilis. The goal of this work is to provide a mathematical model for syphilis disease that contains information about the suspect, infected, recovered, and exposed.
Muhammad Farman +5 more
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Efficient determination of the critical parameters and the statistical quantities for Klein-Gordon and sine-Gordon equations with a singular potential using generalized polynomial chaos methods [PDF]
Debananda Chakraborty, Jae-Hun Jung
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Decoupled probabilistic feeder hosting capacity calculations using general polynomial chaos
Koirala, Arpan +3 more
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