Stochastic Parareal: An Application of Probabilistic Methods to Time-Parallelization
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Publication:5088783
DOI10.1137/21M1414231zbMath1492.65194arXiv2106.10139OpenAlexW4284881725MaRDI QIDQ5088783
Massimiliano Tamborrino, D. Samaddar, Kamran Pentland, Lynton C. Appel
Publication date: 13 July 2022
Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2106.10139
Parallel numerical computation (65Y05) Numerical methods for initial value problems involving ordinary differential equations (65L05) Probabilistic methods, stochastic differential equations (65C99)
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Error Bound Analysis of the Stochastic Parareal Algorithm, GParareal: a time-parallel ODE solver using Gaussian process emulation
Cites Work
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- A parareal in time procedure for the control of partial differential equations
- An introduction to copulas.
- Chemical instabilities and sustained oscillations
- Parallelization in time of numerical simulations of fully-developed plasma turbulence using the parareal algorithm
- Parallel algorithms for initial-value problems for difference and differential equations
- A parallel shooting technique for solving dissipative ODE's
- An adaptive parareal algorithm
- A modern retrospective on probabilistic numerics
- Résolution d'EDP par un schéma en temps «pararéel »
- 50 Years of Time Parallel Time Integration
- Nonlinear Convergence Analysis for the Parareal Algorithm
- Parallel in Time Simulation of Multiscale Stochastic Chemical Kinetics
- Deterministic Nonperiodic Flow
- On the Convergence and the Stability of the Parareal Algorithm to Solve Partial Differential Equations
- A Parareal in Time Semi-implicit Approximation of the Navier-Stokes Equations
- The Parareal in Time Iterative Solver: a Further Direction to Parallel Implementation
- A Convergent Algorithm for Time Parallelization Applied to Reservoir Simulation
- Parallel methods for integrating ordinary differential equations
- Probabilistic numerics and uncertainty in computations
- Analysis of the Parareal Time‐Parallel Time‐Integration Method
- Parareal computation of stochastic differential equations with time-scale separation: a numerical convergence study
- Applications of time parallelization