Parameter-Robust Preconditioners for A Four-Field Thermo-Poroelasticity Model
Mingchao Cai, Miroslav Kuchta, Jingzhi Li, Ziliang Li, Kent-Andre Mardal

TL;DR
This paper develops and analyzes two robust preconditioners for a complex thermo-poroelasticity model, ensuring effective numerical solutions despite large parameter variations and mesh refinements.
Contribution
It introduces two novel preconditioners for a four-field thermo-poroelasticity model, demonstrating their robustness and effectiveness through theoretical analysis and numerical experiments.
Findings
Preconditioners are robust against parameter variations.
Both preconditioners perform well under mesh refinement.
Numerical results validate theoretical robustness.
Abstract
We study a thermo-poroelasticity model which describes the interaction between the deformation of an elastic porous material and fluid flow under non-isothermal conditions. The model involves several parameters that can vary significantly in practical applications, posing a challenge for developing discretization techniques and solution algorithms that handle such variations effectively. We propose a four-field formulation and apply a conforming finite element discretization. The primary focus is on constructing and analyzing preconditioners for the resulting linear system. Two preconditioners are proposed: one involves regrouping variables and treating the 4-by-4 system as a 2-by-2 block form, while the other is directly constructed from the 4-by-4 coupled operator. Both preconditioners are demonstrated to be robust with respect to variations in parameters and mesh refinement.…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Mathematical Modeling in Engineering · Advanced Numerical Methods in Computational Mathematics · Heat and Mass Transfer in Porous Media
