Multiphysics simulations: Challenges and opportunities

DE Keyes, LC McInnes, C Woodward… - … Journal of High …, 2013 - journals.sagepub.com
We consider multiphysics applications from algorithmic and architectural perspectives,
where “algorithmic” includes both mathematical analysis and computational complexity, and …

[图书][B] Numerical solution of time-dependent advection-diffusion-reaction equations

W Hundsdorfer, JG Verwer - 2013 - books.google.com
This book deals with numerical methods for solving partial differential equa tions (PDEs)
coupling advection, diffusion and reaction terms, with a focus on time-dependency. A …

Implicit–explicit Runge–Kutta schemes and applications to hyperbolic systems with relaxation

L Pareschi, G Russo - Journal of Scientific computing, 2005 - Springer
We consider new implicit–explicit (IMEX) Runge–Kutta methods for hyperbolic systems of
conservation laws with stiff relaxation terms. The explicit part is treated by a strong-stability …

Additive Runge–Kutta schemes for convection–diffusion–reaction equations

CA Kennedy, MH Carpenter - Applied numerical mathematics, 2003 - Elsevier
Additive Runge–Kutta (ARK) methods are investigated for application to the spatially
discretized one-dimensional convection–diffusion–reaction (CDR) equations. Accuracy …

Semi-implicit spectral deferred correction methods for ordinary differential equations

ML Minion - 2003 - projecteuclid.org
A semi-implicit formulation of the method of spectral deferred corrections (SISDC) for
ordinary differential equations with both stiff and non-stiff terms is presented. Several …

Integration methods and optimization algorithms

D Scieur, V Roulet, F Bach… - Advances in Neural …, 2017 - proceedings.neurips.cc
We show that accelerated optimization methods can be seen as particular instances of multi-
step integration schemes from numerical analysis, applied to the gradient flow equation …

A hybrid parareal spectral deferred corrections method

M Minion - … in Applied Mathematics and Computational Science, 2011 - msp.org
The parareal algorithm introduced in 2001 by Lions, Maday, and Turinici is an iterative
method for the parallelization of the numerical solution of ordinary differential equations or …

[PDF][PDF] Hybrid discontinuous Galerkin methods for solving incompressible flow problems

C Lehrenfeld - Rheinisch-Westfalischen Technischen Hochschule …, 2010 - researchgate.net
This thesis deals with a higher order discretization of incompressible flow problems using
the Hybrid Discontinuous Galerkin Method. It aims to introduce an appropriate and …

A semi-implicit numerical scheme for reacting flow: II. Stiff, operator-split formulation

OM Knio, HN Najm, PS Wyckoff - Journal of Computational Physics, 1999 - Elsevier
A stiff, 1 operator-split projection scheme is constructed for the simulation of unsteady two-
dimensional reacting flow with detailed kinetics. The scheme is based on the compressible …

IMEX extensions of linear multistep methods with general monotonicity and boundedness properties

W Hundsdorfer, SJ Ruuth - Journal of Computational Physics, 2007 - Elsevier
For solving hyperbolic systems with stiff sources or relaxation terms, time stepping methods
should combine favorable monotonicity properties for shocks and steep solution gradients …