A reduced order modeling method based on GNAT-embedded hybrid snapshot simulation (Q2672356)

scientific article

Language	Label	Description	Also known as
English	A reduced order modeling method based on GNAT-embedded hybrid snapshot simulation	scientific article

Statements

instance of

scholarly article

0 references

title

A reduced order modeling method based on GNAT-embedded hybrid snapshot simulation (English)

0 references

DOI

10.1016/j.matcom.2022.03.006

0 references

0 references

0 references

Mathematics and Computers in Simulation

0 references

publication date

8 June 2022

0 references

Mathematics Subject Classification ID

0 references

0 references

0 references

hybrid snapshot simulation

0 references

Gauss-Newton approximated tensor (GNAT)

0 references

proper orthogonal decomposition (POD)

0 references

incremental singular value decomposition (iSVD)

0 references

2D Burgers equation

0 references

describes a project that uses

pyMOR

0 references

HE-E1GODF

0 references

MaRDI profile type

MaRDI publication profile

0 references

full work available at URL

https://doi.org/10.1016/j.matcom.2022.03.006

0 references

OpenAlex ID

W4220680184

0 references

cites work

Reduced basis methods with adaptive snapshot computations

0 references

A priori reduction method for solving the two-dimensional Burgers' equations

0 references

Nonlinear model order reduction based on local reduced-order bases

0 references

Fast local reduced basis updates for the efficient reduction of nonlinear systems with hyper-reduction

0 references

Reduced order modeling based shape optimization of surface acoustic wave driven microfluidic biochips

0 references

Missing Point Estimation in Models Described by Proper Orthogonal Decomposition

0 references

A fully implicit finite-difference scheme for two-dimensional Burgers' equations

0 references

Reduced-Order Modeling Based on Hybrid Snapshot Simulation

0 references

Q4448872

0 references

Fast low-rank modifications of the thin singular value decomposition

0 references

Efficient non-linear model reduction via a least-squares Petrov-Galerkin projection and compressive tensor approximations

0 references

The GNAT method for nonlinear model reduction: effective implementation and application to computational fluid dynamics and turbulent flows

0 references

Nonlinear Model Reduction via Discrete Empirical Interpolation

0 references

A State Space Error Estimate for POD-DEIM Nonlinear Model Reduction

0 references

Reduced Basis Greedy Selection Using Random Training Sets

0 references

Nonlinear model-order reduction for compressible flow solvers using the discrete empirical interpolation method

0 references

A combination of proper orthogonal decomposition-discrete empirical interpolation method (POD-DEIM) and meshless local RBF-DQ approach for prevention of groundwater contamination

0 references

A reduced proper orthogonal decomposition (POD) element free Galerkin (POD-EFG) method to simulate two-dimensional solute transport problems and error estimate

0 references

Error analysis and numerical simulation of magnetohydrodynamics (MHD) equation based on the interpolating element free Galerkin (IEFG) method

0 references

Incremental proper orthogonal decomposition for PDE simulation data

0 references

Generating exact solutions of the two-dimensional Burgers' equations

0 references

The IVP for the dispersion generalized Benjamin-Ono equation in weighted Sobolev spaces

0 references

A comprehensive deep learning-based approach to reduced order modeling of nonlinear time-dependent parametrized PDEs

0 references

Adaptive Dimensionality-Reduction for Time-Stepping in Differential and Partial Differential Equations

0 references

Non‐linear model reduction for uncertainty quantification in large‐scale inverse problems

0 references

POD-DEIM model order reduction for strain-softening viscoplasticity

0 references

A training set and multiple bases generation approach for parameterized model reduction based on adaptive grids in parameter space

0 references

Implementation and detailed assessment of a GNAT reduced-order model for subsurface flow simulation

0 references

A numerical approach to blow-up issues for dispersive perturbations of Burgers' equation

0 references

Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders

0 references

Dispersive Perturbations of Burgers and Hyperbolic Equations I: Local Theory

0 references

Reduced-order modeling of a two-dimensional flow with moving shocks.

0 references

A reduced-order finite volume element formulation based on POD method and numerical simulation for two-dimensional solute transport problems

0 references

pyMOR -- Generic Algorithms and Interfaces for Model Order Reduction

0 references

On well-posedness for some dispersive perturbations of Burgers' equation

0 references

A finite volume method for solving Navier-Stokes problems

0 references

Nonlinear reduced basis approximation of parameterized evolution equations via the method of freezing

0 references

Model Reduction for Transport-Dominated Problems via Online Adaptive Bases and Adaptive Sampling

0 references

Dynamic data-driven reduced-order models

0 references

Online Adaptive Model Reduction for Nonlinear Systems via Low-Rank Updates

0 references

Reduced order models based on local POD plus Galerkin projection

0 references

The Shifted Proper Orthogonal Decomposition: A Mode Decomposition for Multiple Transport Phenomena

0 references

Model order reduction for nonlinear dynamical systems based on trajectory piecewise-linear approximations

0 references

An artificial neural network framework for reduced order modeling of transient flows

0 references

A stabilized finite volume method for the stationary Navier-Stokes equations

0 references

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

0 references

Registration-based model reduction in complex two-dimensional geometries

0 references

POD/DEIM nonlinear model order reduction of an ADI implicit shallow water equations model

0 references

Local POD Plus Galerkin Projection in the Unsteady Lid-Driven Cavity Problem

0 references

POD-Galerkin reduced-order modeling with adaptive finite element snapshots

0 references

Proper orthogonal decomposition closure models for turbulent flows: a numerical comparison

0 references

Approximate partitioned method of snapshots for POD

0 references

Minimizing \(L^{\infty }\)-norm functional on divergence-free fields

0 references

The new numerical method for solving the system of two-dimensional Burgers equations

0 references

Geometric Subspace Updates with Applications to Online Adaptive Nonlinear Model Reduction

0 references

An Accelerated Greedy Missing Point Estimation Procedure

0 references

Sitelinks

Mathematics(1 entry)

mardi Publication:2672356