An overview of current applications, challenges, and future trends in distributed process-based models in hydrology
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 …
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 …
discretization affects both computational effort and accuracy. Adaption of space and time …
A study on iterative methods for solving Richards' equation
This work concerns linearization methods for efficiently solving the Richards equation, a
degenerate elliptic-parabolic equation which models flow in saturated/unsaturated porous …
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 …
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 …
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)
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 …
convergence rate of contractive fixed-point iterations in the vicinity of a fixed-point. AA has …
Composing scalable nonlinear algebraic solvers
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 …
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 …
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
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 …
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 …
effective linear iterative method for solving sparse non-Hermite positive definite equations …