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ISSN Print: 2152-5080
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Forthcoming Articles
Exploration of multifidelity UQ sampling strategies for computer network applications
Gianluca Geraci, Jonathan Crussell, Laura Swiler, Bert Debusschere
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Gianluca Geraci ![]()
Jonathan Crussell ![]()
Laura Swiler ![]()
Bert Debusschere
EMBEDDED MULTILEVEL MONTE CARLO FOR UNCERTAINTY QUANTIFICATION IN RANDOM DOMAINS
Santiago Badia, Jerrad Hampton, Javier Principe
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Santiago Badia ![]()
Jerrad Hampton ![]()
Javier Principe
ERROR CONTROL IN THE NUMERICAL POSTERIOR DISTRIBUTION IN THE BAYESIAN UQ ANALYSIS OF A SEMILINEAR EVOLUTION PDE
Maria L. Daza-Torres, J. Cricelio Montesinos-López, Marcos A. Capistrán, J. Andrés Christen, Heikki Haario
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Maria L. Daza-Torres ![]()
J. Cricelio Montesinos-López ![]()
Marcos A. Capistrán ![]()
J. Andrés Christen ![]()
Heikki Haario
Application of the ?-Neumann-Monte Carlo methodology in the quantification of uncertainties in the problem of stochastic bending of Kirchhoff plates
Cláudio Roberto Ãvila Junior, Roberto Squarcio, João Lucas Cavichiolo, João Morais Neto
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Cláudio Roberto Ãvila Junior ![]()
Roberto Squarcio ![]()
João Lucas Cavichiolo ![]()
João Morais Neto
An efficient computational method for parameter identification in the context of random set theory via Bayesian inversion
Truong Vinh Hoang, Hermann G. Matthies
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Truong Vinh Hoang ![]()
Hermann G. Matthies
Isogeometric Methods for Karhunen-Loeve Representation of Random Fields on Arbitrary Multi-patch Domains
Ramin Jahanbin, Sharif Rahman
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Ramin Jahanbin ![]()
Sharif Rahman
Multi-Index Sequential Monte Carlo Methods for partially observed Stochastic Partial Differential Equations
Kody Law, Ajay Jasra, Yaxian Xu
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Kody Law ![]()
Ajay Jasra ![]()
Yaxian Xu
Deep learning of parameterized equations with applications to uncertainty quantification
Tong Qin, Zhen Chen, John Jakeman, Dongbin Xiu
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Tong Qin ![]()
Zhen Chen ![]()
John Jakeman ![]()
Dongbin Xiu
Method of Distributions for Systems with Stochastic Forcing
Rik Rutjens, Gustaaf Jacobs, Daniel Tartakovsky
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Rik Rutjens ![]()
Gustaaf Jacobs ![]()
Daniel Tartakovsky
PARAMETER ESTIMATION OF STOCHASTIC CHAOTIC SYSTEMS
Ramona Maraia, sebastian springer, Heikki Haario, Janne Hakkarainen, Eero Saksman
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Ramona Maraia ![]()
sebastian springer ![]()
Heikki Haario ![]()
Janne Hakkarainen ![]()
Eero Saksman
Computation of Sobol indices in global sensitivity analysis from small data sets by probabilistic learning on manifolds
Maarten Arnst, Christian Soize, Kevin Bulthuis
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Maarten Arnst ![]()
Christian Soize ![]()
Kevin Bulthuis
Stochastic Spectral Embedding
Stefano Marelli, Paul-Remo Wagner, Christos Lataniotis, Bruno Sudret
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Stefano Marelli ![]()
Paul-Remo Wagner ![]()
Christos Lataniotis ![]()
Bruno Sudret |
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