Multivariate predictions of local reduced-order-model errors and dimensions (Q6565197)

scientific article; zbMATH DE number 7874306

Language	Label	Description	Also known as
English	Multivariate predictions of local reduced-order-model errors and dimensions	scientific article; zbMATH DE number 7874306

Statements

instance of

scholarly article

0 references

title

Multivariate predictions of local reduced-order-model errors and dimensions (English)

0 references

0 references

0 references

0 references

International Journal for Numerical Methods in Engineering

0 references

publication date

1 July 2024

0 references

zbMATH Keywords

local reduced-order models

0 references

proper orthogonal decomposition

0 references

regression machine learning techniques

0 references

MaRDI profile type

Publication

0 references

cites work

Spectral Methods for Uncertainty Quantification

0 references

Uncertainty quantification. Theory, implementation, and applications

0 references

Stochastic systems. Uncertainty quantification and propagation

0 references

Q5462914

0 references

Monte Carlo and quasi-Monte Carlo sampling

0 references

Q4426012

0 references

Second-order adjoint sensitivity analysis methodology (2nd-ASAM) for computing exactly and efficiently first- and second-order sensitivities in large-scale linear systems. I: Computational methodology

0 references

Second-order adjoint sensitivity analysis methodology (2nd-ASAM) for computing exactly and efficiently first- and second-order sensitivities in large-scale linear systems. II: Illustrative application to a paradigm particle diffusion problem

0 references

The estimation of functional uncertainty using polynomial chaos and adjoint equations

0 references

Machine learning. A probabilistic perspective

0 references

Estimation of the Error in the Reduced Basis Method Solution of Nonlinear Equations

0 references

An `empirical interpolation' method: Application to efficient reduced-basis discretization of partial differential equations

0 references

<i>A posteriori</i>error bounds for reduced-basis approximations of parametrized parabolic partial differential equations

0 references

Reduced basis approximation and a posteriori error estimation for affinely parametrized elliptic coercive partial differential equations. Application to transport and continuum mechanics.

0 references

Certified PDE-constrained parameter optimization using reduced basis surrogate models for evolution problems

0 references

Q5786297

0 references

Q3226024

0 references

Analysis of a complex of statistical variables into principal components.

0 references

Turbulence and the dynamics of coherent structures. I. Coherent structures

0 references

Q5701661

0 references

Reduced order models based on local POD plus Galerkin projection

0 references

Parameter multi-domain `\(hp\)' empirical interpolation

0 references

Localized Discrete Empirical Interpolation Method

0 references

A survey of projection-based model reduction methods for parametric dynamical systems

0 references

The ROMES Method for Statistical Modeling of Reduced-Order-Model Error

0 references

Model reduction for compressible flows using POD and Galerkin projection

0 references

Galerkin Proper Orthogonal Decomposition Methods for a General Equation in Fluid Dynamics

0 references

MODEL REDUCTION FOR FLUIDS, USING BALANCED PROPER ORTHOGONAL DECOMPOSITION

0 references

System reduction strategy for Galerkin models of fluid flows

0 references

Certified reduced basis approximation for parametrized partial differential equations and applications

0 references

A method for generating rational interpolant reduced order models of two-parameter linear systems

0 references

Reduced basis method for finite volume approximations of parametrized linear evolution equations

0 references

Reduced basis approximation and a posteriori error estimation for the time-dependent viscous Burgers' equation

0 references

Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces

0 references

Galerkin proper orthogonal decomposition methods for parabolic problems

0 references

Error estimates for abstract linear-quadratic optimal control problems using proper orthogonal decomposition

0 references

Q4654844

0 references

A New Look at Proper Orthogonal Decomposition

0 references

Error Estimation for Reduced-Order Models of Dynamical Systems

0 references

Q5483032

0 references

Q3394879

0 references

Q2934059

0 references

Optimal control of the cylinder wake in the laminar regime by trust-region methods and POD reduced-order models

0 references

Identifiers

zbMATH Open document ID

1548.65249

0 references

Mathematics Subject Classification ID

0 references

0 references

0 references

Sitelinks

Mathematics(1 entry)

mardi Publication:6565197