A low-rank solver for the stochastic unsteady Navier-Stokes problem
DOI10.1016/j.cma.2020.112948zbMath1442.76065arXiv1906.06785OpenAlexW3009271674MaRDI QIDQ2180469
Publication date: 14 May 2020
Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1906.06785
stochastic Galerkin methodlow-rank tensor approximationall-at-once systemtime-dependent Navier-Stokes
Stochastic analysis applied to problems in fluid mechanics (76M35) Iterative numerical methods for linear systems (65F10) Finite element methods applied to problems in fluid mechanics (76M10) Finite element, Rayleigh-Ritz and Galerkin methods for initial value and initial-boundary value problems involving PDEs (65M60) PDEs with randomness, stochastic partial differential equations (35R60) Computational methods for stochastic equations (aspects of stochastic analysis) (60H35) Statistical solutions of Navier-Stokes and related equations (76D06) Probabilistic methods, particle methods, etc. for initial value and initial-boundary value problems involving PDEs (65M75)
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Cites Work
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- Tensor-Train Decomposition
- A Newton method for the resolution of steady stochastic Navier-Stokes equations
- Fast iterative solvers for buoyancy driven flow problems
- Stochastic Galerkin methods for the steady-state Navier-Stokes equations
- Parallelization in time through tensor-product space-time solvers
- A literature survey of low-rank tensor approximation techniques
- Finite Elements and Fast Iterative Solvers
- The Alternating Linear Scheme for Tensor Optimization in the Tensor Train Format
- Alternating Minimal Energy Methods for Linear Systems in Higher Dimensions
- Multilevel preconditioning and low-rank tensor iteration for space-time simultaneous discretizations of parabolic PDEs
- Stochastic Galerkin Matrices
- The density-matrix renormalization group
- Adaptive Time-Stepping for Incompressible Flow Part II: Navier–Stokes Equations
- A Simple Proposal for Parallel Computation Over Time of an Evolutionary Process with Implicit Time Stepping
- Low-Rank Tensor Krylov Subspace Methods for Parametrized Linear Systems
- Termination criteria for inexact fixed‐point schemes
- Spectral Methods for Uncertainty Quantification
- Preconditioning and Iterative Solution of All-at-Once Systems for Evolutionary Partial Differential Equations
- The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations
- Preconditioning Steady-State Navier--Stokes Equations with Random Data
- TT-GMRES: solution to a linear system in the structured tensor format
- A projection method to solve linear systems in tensor format
- Analysis of a New Space-Time Parallel Multigrid Algorithm for Parabolic Problems
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