Jacobian-free Newton–Krylov methods: a survey of approaches and applications

DA Knoll, DE Keyes - Journal of Computational Physics, 2004 - Elsevier
Jacobian-free Newton–Krylov (JFNK) methods are synergistic combinations of Newton-type
methods for superlinearly convergent solution of nonlinear equations and Krylov subspace …

[HTML][HTML] A review of solution stabilization techniques for RANS CFD solvers

S Xu, J Zhao, H Wu, S Zhang, JD Müller, H Huang… - Aerospace, 2023 - mdpi.com
Nonlinear, time-linearized and adjoint Reynolds-averaged Navier-Stokes (RANS)
computational fluid dynamics (CFD) solvers are widely used to assess and improve the …

Towards a scalable fully-implicit fully-coupled resistive MHD formulation with stabilized FE methods

JN Shadid, RP Pawlowski, JW Banks, L Chacón… - Journal of …, 2010 - Elsevier
This paper explores the development of a scalable, nonlinear, fully-implicit stabilized
unstructured finite element (FE) capability for 2D incompressible (reduced) resistive MHD …

Scalable implicit incompressible resistive MHD with stabilized FE and fully-coupled Newton–Krylov-AMG

JN Shadid, RP Pawlowski, EC Cyr, RS Tuminaro… - Computer Methods in …, 2016 - Elsevier
The computational solution of the governing balance equations for mass, momentum, heat
transfer and magnetic induction for resistive magnetohydrodynamics (MHD) systems can be …

A parallel nonlinear additive Schwarz preconditioned inexact Newton algorithm for incompressible Navier–Stokes equations

FN Hwang, XC Cai - Journal of Computational Physics, 2005 - Elsevier
A nonlinear additive Schwarz preconditioned inexact Newton method (ASPIN) was
introduced recently for solving large sparse highly nonlinear systems of equations obtained …

Globalization techniques for Newton–Krylov methods and applications to the fully coupled solution of the Navier–Stokes equations

RP Pawlowski, JN Shadid, JP Simonis, HF Walker - SIAM review, 2006 - SIAM
A Newton–Krylov method is an implementation of Newton's method in which a Krylov
subspace method is used to solve approximately the linear subproblems that determine …

Bifurcation and stability analysis of laminar isothermal counterflowing jets

RP Pawlowski, AG Salinger, JN Shadid… - Journal of Fluid …, 2006 - cambridge.org
We present a numerical study of the structure and stability of laminar isothermal flows
formed by two counterflowing jets of an incompressible Newtonian fluid. We demonstrate …

Nonlinear preconditioning strategies for two-phase flows in porous media discretized by a fully implicit discontinuous Galerkin method

L Luo, XC Cai, DE Keyes - SIAM Journal on Scientific Computing, 2021 - SIAM
We consider numerical simulation of two-phase flows in porous media using implicit
methods. Because of the complex features involving heterogeneous permeability and …

: Preconditioned Inexact Newton with Learning Capability for Nonlinear System of Equations

L Luo, XC Cai - SIAM Journal on Scientific Computing, 2023 - SIAM
Nonlinearly preconditioned inexact Newton methods have been applied successfully for
some difficult nonlinear systems of algebraic equations arising from the discretization of …

[HTML][HTML] A choice of forcing terms in inexact Newton method

HB An, ZY Mo, XP Liu - Journal of Computational and Applied Mathematics, 2007 - Elsevier
Inexact Newton method is one of the effective tools for solving systems of nonlinear
equations. In each iteration step of the method, a forcing term, which is used to control the …