Multi-output multilevel best linear unbiased estimators via semidefinite programming
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Publication:6099233
DOI10.1016/j.cma.2023.116130arXiv2301.07831OpenAlexW4379533077MaRDI QIDQ6099233
Matteo Croci, Karen Willcox, Stephen J. Wright
Publication date: 19 June 2023
Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2301.07831
semidefinite programmingmodel selectionuncertainty quantificationmultilevel Monte Carlosample allocationmultifidelity Monte Carlo
Cites Work
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- An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach
- Solving semidefinite-quadratic-linear programs using SDPT3
- Multi-index Monte Carlo: when sparsity meets sampling
- Multilevel Monte Carlo methods and applications to elliptic PDEs with random coefficients
- Automated solution of differential equations by the finite element method. The FEniCS book
- Second-order cone programming
- The general Gauss-Markov model with possibly singular dispersion matrix
- A generalized approximate control variate framework for multifidelity uncertainty quantification
- Linear models and generalizations. Least squares and alternatives. With contributions by Michael Schomaker.
- On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
- CVXPY: A Python-Embedded Modeling Language for Convex Optimization
- Optimal Model Management for Multifidelity Monte Carlo Estimation
- Multilevel Monte Carlo Methods
- Multifidelity approaches for optimization under uncertainty
- On Multilevel Best Linear Unbiased Estimators
- Multilevel Monte Carlo Path Simulation
- Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization
- Efficient White Noise Sampling and Coupling for Multilevel Monte Carlo with Nonnested Meshes
- Semidefinite Programming
- Asymptotic Analysis of Multilevel Best Linear Unbiased Estimators
- Multilevel Quasi Monte Carlo Methods for Elliptic PDEs with Random Field Coefficients via Fast White Noise Sampling
- On Best Linear Estimation and General Gauss-Markov Theorem in Linear Models with Arbitrary Nonnegative Covariance Structure
- Conditions for Positive and Nonnegative Definiteness in Terms of Pseudoinverses
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