An overview of current applications, challenges, and future trends in distributed process-based models in hydrology

S Fatichi, ER Vivoni, FL Ogden, VY Ivanov, B Mirus… - Journal of …, 2016 - Elsevier
Process-based hydrological models have a long history dating back to the 1960s. Criticized
by some as over-parameterized, overly complex, and difficult to use, a more nuanced view is …

Numerical solution of Richards' equation: A review of advances and challenges

MW Farthing, FL Ogden - Soil Science Society of America …, 2017 - Wiley Online Library
Core Ideas The numerical solution of Richards' equation remains challenging. Space/time
discretization affects both computational effort and accuracy. Adaption of space and time …

A study on iterative methods for solving Richards' equation

F List, FA Radu - Computational Geosciences, 2016 - Springer
This work concerns linearization methods for efficiently solving the Richards equation, a
degenerate elliptic-parabolic equation which models flow in saturated/unsaturated porous …

Anderson acceleration for fixed-point iterations

HF Walker, P Ni - SIAM Journal on Numerical Analysis, 2011 - SIAM
This paper concerns an acceleration method for fixed-point iterations that originated in work
of DG Anderson [J. Assoc. Comput. Mach., 12 (1965), pp. 547–560], which we accordingly …

Physically based modeling in catchment hydrology at 50: Survey and outlook

C Paniconi, M Putti - Water Resources Research, 2015 - Wiley Online Library
Integrated, process‐based numerical models in hydrology are rapidly evolving, spurred by
novel theories in mathematical physics, advances in computational methods, insights from …

A proof that Anderson acceleration improves the convergence rate in linearly converging fixed-point methods (but not in those converging quadratically)

C Evans, S Pollock, LG Rebholz, M Xiao - SIAM Journal on Numerical …, 2020 - SIAM
This paper provides theoretical justification that Anderson acceleration (AA) improves the
convergence rate of contractive fixed-point iterations in the vicinity of a fixed-point. AA has …

Composing scalable nonlinear algebraic solvers

PR Brune, MG Knepley, BF Smith, X Tu - siam REVIEW, 2015 - SIAM
Most efficient linear solvers use composable algorithmic components, with the most common
model being the combination of a Krylov accelerator and one or more preconditioners. A …

Anderson acceleration for contractive and noncontractive operators

S Pollock, LG Rebholz - IMA Journal of Numerical Analysis, 2021 - academic.oup.com
A one-step analysis of Anderson acceleration with general algorithmic depths is presented.
The resulting residual bounds within both contractive and noncontractive settings reveal the …

[HTML][HTML] Anderson accelerated fixed-stress splitting schemes for consolidation of unsaturated porous media

JW Both, K Kumar, JM Nordbotten, FA Radu - Computers & Mathematics …, 2019 - Elsevier
In this paper, we study the robust linearization of nonlinear poromechanics of unsaturated
materials. The model of interest couples the Richards equation with linear elasticity …

An improved matrix split-iteration method for analyzing underground water flow

SR Zhu, LZ Wu, XL Song - Engineering with Computers, 2023 - Springer
Abstract The Hermitian and skew-Hermitian splitting iteration method (HSS) is commonly an
effective linear iterative method for solving sparse non-Hermite positive definite equations …