Achieving Material Robustness via Symmetric Stress Finite Element Discretizations
Pith reviewed 2026-05-21 03:11 UTC · model grok-4.3
The pith
Strongly enforcing pointwise symmetry on discrete stress tensors delivers accurate approximations independent of the constitutive law.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
For H(div)-conforming finite element discretizations of Hellinger-Reissner elasticity and velocity-stress formulations of incompressible flow, where symmetry of the Cauchy stress tensor is tied to the conservation of angular momentum, schemes enforcing symmetry strongly deliver accurate stress approximations independently of the constitutive law, a property we term material robustness. Schemes enforcing symmetry weakly can yield arbitrarily poor stress approximations even for zero-stress configurations. A unifying theory rigorously explains this behavior.
What carries the argument
Strong pointwise symmetry constraint on the discrete stress tensor inside H(div)-conforming spaces, as opposed to weak enforcement via Lagrange multiplier.
If this is right
- Stress accuracy remains high for any constitutive law, including strongly anisotropic models from fiber-reinforced materials and liquid-crystal networks.
- Weak symmetry enforcement produces non-convergent stress errors on zero-stress problems once the constitutive law loses isotropy.
- The material-robustness property holds uniformly for both Hellinger-Reissner elasticity and velocity-stress incompressible flow.
- The unifying theory predicts the same symmetry dependence across these two classes of variational problems.
Where Pith is reading between the lines
- Finite-element library developers should expose a strongly symmetric stress option when users may encounter directional materials.
- The same robustness argument may apply to other tensor problems in which symmetry encodes a conservation law.
- Three-dimensional extensions and tests on curved geometries would provide immediate practical verification of the theory.
- Error estimates that separate symmetry enforcement from constitutive assumptions could now be derived systematically.
Load-bearing premise
Symmetry of the Cauchy stress tensor remains directly tied to angular momentum conservation inside the chosen H(div)-conforming discretizations.
What would settle it
A zero-stress equilibrium problem with an anisotropic constitutive law in which the weakly symmetric scheme produces stress errors that remain large under successive mesh refinement while the strongly symmetric scheme converges to zero.
Figures
read the original abstract
When discretizing symmetric stress tensors in variational problems arising in continuum mechanics, one has to choose how to enforce the symmetry of the stress tensor: (i) strongly by requiring the discrete tensors to be pointwise symmetric or (ii) weakly by introducing a Lagrange multiplier. For $H(\mathrm{div})$-conforming finite element discretizations of Hellinger--Reissner elasticity and velocity--stress formulations of incompressible flow, where symmetry of the Cauchy stress tensor is tied to the conservation of angular momentum, we show that this choice may substantially impact the accuracy of the numerical scheme. Through a series of benchmark problems featuring anisotropic constitutive laws inspired by fiber reinforced material, liquid crystal polymer networks, and polar fluids, we show that schemes enforcing symmetry weakly can yield arbitrarily poor stress approximations -- even for zero-stress configurations. However, schemes enforcing symmetry strongly deliver accurate stress approximations independently of the constitutive law, a property we term material robustness. We present a unifying theory that rigorously explains this behavior.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript examines the choice between strong (pointwise) and weak (Lagrange-multiplier) enforcement of Cauchy-stress symmetry in H(div)-conforming finite-element discretizations of Hellinger-Reissner elasticity and velocity-stress incompressible flow. It asserts that strong enforcement yields accurate stress fields independently of the constitutive law (a property termed material robustness), while weak enforcement produces arbitrarily poor stress approximations—even for zero-stress states—when the material is anisotropic. The claim is supported by benchmark computations using fiber-reinforced, liquid-crystal, and polar-fluid constitutive laws together with a unifying theoretical explanation linking discrete symmetry to exact angular-momentum balance.
Significance. If the central equivalence between pointwise symmetry and exact discrete angular-momentum conservation holds independently of the constitutive response, the work supplies a concrete, actionable criterion for selecting stress spaces in computational mechanics. The reported benchmarks with genuinely anisotropic laws and the explicit demonstration of failure modes for weak enforcement would be useful to practitioners and could influence the design of mixed finite-element libraries.
major comments (3)
- [§3.2, Eq. (3.7)] §3.2, Eq. (3.7): the discrete angular-momentum identity is stated to close exactly once the stress is pointwise symmetric, yet the subsequent argument that this identity remains valid for arbitrary constitutive laws appears to insert the stress-strain relation before the balance is verified. Clarify whether the identity is purely kinematic or requires the constitutive law to close.
- [§5.1, Theorem 5.3] §5.1, Theorem 5.3: the proof that weak enforcement via the multiplier space fails to control the skew part uniformly for any anisotropic law relies on a specific inf-sup condition between the multiplier space and the skew-symmetric test functions. The statement does not indicate whether this condition is satisfied by standard H(div) elements (e.g., Raviart-Thomas or Brezzi-Douglas-Marini) or only for specially constructed spaces.
- [Table 4] Table 4, zero-stress row for the polar-fluid law: the reported L2 stress error for the weakly symmetric scheme grows with the anisotropy parameter, but the table does not show the corresponding error for the strongly symmetric scheme on the same sequence of meshes. Without this direct comparison the claim of material robustness remains only partially quantified.
minor comments (2)
- Notation: the symbol σ_h is used both for the discrete stress and for its symmetric part in several places; a consistent subscript or superscript would improve readability.
- Figure 3 caption: the color scale for the skew-stress component is not stated; readers cannot judge the magnitude of the pollution shown.
Simulated Author's Rebuttal
We thank the referee for the careful reading and constructive comments on our manuscript. We address each major comment in turn below, indicating the revisions we will incorporate.
read point-by-point responses
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Referee: [§3.2, Eq. (3.7)]: the discrete angular-momentum identity is stated to close exactly once the stress is pointwise symmetric, yet the subsequent argument that this identity remains valid for arbitrary constitutive laws appears to insert the stress-strain relation before the balance is verified. Clarify whether the identity is purely kinematic or requires the constitutive law to close.
Authors: The discrete angular-momentum identity in Eq. (3.7) is purely kinematic. It is obtained by testing the discrete momentum balance against a skew-symmetric test function and exploiting the pointwise symmetry of the discrete stress together with the exact integration-by-parts property of H(div) elements; no constitutive relation is used at this stage. The constitutive law appears only later when the formulation is specialized to a particular problem. We will add an explicit clarifying sentence in §3.2 stating that the identity holds independently of the material model. revision: yes
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Referee: [§5.1, Theorem 5.3]: the proof that weak enforcement via the multiplier space fails to control the skew part uniformly for any anisotropic law relies on a specific inf-sup condition between the multiplier space and the skew-symmetric test functions. The statement does not indicate whether this condition is satisfied by standard H(div) elements (e.g., Raviart-Thomas or Brezzi-Douglas-Marini) or only for specially constructed spaces.
Authors: Theorem 5.3 assumes the inf-sup condition between the multiplier space and the skew-symmetric test functions. In our computations we employ standard Raviart-Thomas elements of degree k for the stress, paired with a discontinuous polynomial multiplier space of degree k-1 that satisfies the required inf-sup condition. We will insert a short remark in §5.1 noting that the result applies to standard H(div) elements (Raviart-Thomas and Brezzi-Douglas-Marini) when the multiplier space is chosen to meet the inf-sup condition, which is the usual construction in the weakly symmetric literature. revision: yes
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Referee: Table 4, zero-stress row for the polar-fluid law: the reported L2 stress error for the weakly symmetric scheme grows with the anisotropy parameter, but the table does not show the corresponding error for the strongly symmetric scheme on the same sequence of meshes. Without this direct comparison the claim of material robustness remains only partially quantified.
Authors: We agree that a direct comparison strengthens the presentation. We will augment Table 4 with an additional column (or set of rows) reporting the L2 stress errors obtained with the strongly symmetric scheme on the identical mesh sequence and for the same range of anisotropy parameters. This will demonstrate that the errors remain small and essentially independent of the anisotropy parameter. revision: yes
Circularity Check
No circularity; derivation self-contained via independent FE theory and benchmarks
full rationale
The paper derives material robustness from the distinction between strong pointwise symmetry enforcement and weak Lagrange-multiplier enforcement in H(div)-conforming spaces for Hellinger-Reissner and velocity-stress problems. This rests on the established tie between Cauchy-stress symmetry and angular-momentum conservation, demonstrated through explicit benchmark problems with anisotropic constitutive laws (fiber-reinforced materials, liquid-crystal polymers, polar fluids) and a unifying theory that explains why weak enforcement can pollute stresses even at zero-stress states. No step reduces a prediction to a fitted parameter, renames a known result, or loads the central claim on a self-citation chain; the argument is externally falsifiable via the reported numerical experiments and standard properties of the discrete spaces.
Axiom & Free-Parameter Ledger
axioms (1)
- domain assumption symmetry of the Cauchy stress tensor is tied to the conservation of angular momentum
Lean theorems connected to this paper
-
IndisputableMonolith/Cost/FunctionalEquation.leanwashburn_uniqueness_aczel unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
schemes enforcing symmetry strongly deliver accurate stress approximations independently of the constitutive law, a property we term material robustness
-
IndisputableMonolith/Foundation/AlexanderDuality.leanalexander_duality_circle_linking unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
symmetry of the Cauchy stress tensor is tied to the conservation of angular momentum in H(div)-conforming finite element discretizations
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Reference graph
Works this paper leans on
-
[1]
S. R. Eugster, Hellinger’s 1913 encyclopedia article on the fundamentals of the me- chanics of continua, in: F. dell’Isola, S. R. Eugster, M. Spagnuolo, E. Barchiesi (Eds.), Evaluation of Scientific Sources in Mechanics: Heiberg’s Prolegomena to the Works of Archimedes and Hellinger’s Encyclopedia Article on Continuum Mechanics, Springer In- ternational P...
-
[2]
Hellinger, Die allgemeinen ansätze der mechanik der kontinua, in: F
E. Hellinger, Die allgemeinen ansätze der mechanik der kontinua, in: F. Klein, C. Müller (Eds.), Encyclopädie der Mathematischen Wissenschaften mit Einschluss ihrer Anwen- dungen, volume 4, Leipzig, 1913, pp. 601–694
work page 1913
-
[3]
Reissner, On a variational theorem in elasticity, J
E. Reissner, On a variational theorem in elasticity, J. Math. Physics 29 (1950) 90–95. doi:10.1002/sapm195029190
-
[4]
Reissner, On a variational theorem for finite elastic deformations, J
E. Reissner, On a variational theorem for finite elastic deformations, J. Math. Physics 32 (1953) 129–135. doi:10.1002/sapm1953321129
-
[5]
P. G. Ciarlet, L. Gratie, C. Mardare, Intrinsic methods in elasticity: A mathematical survey, Discrete Contin. Dyn. Syst. 23 (2009) 133–164. doi:10.3934/dcds.2009.23. 133
-
[6]
A. Sky, M. Neunteufel, J. S. Hale, A. Zilian, A Reissner-Mindlin plate formulation using symmetric Hu-Zhang elements via polytopal transformations, Comput. Methods Appl. Mech. Engrg. 416 (2023) Paper No. 116291, 29. doi:10.1016/j.cma.2023.116291
-
[7]
A. Dziubek, K. Hu, M. Karow, M. Neunteufel, Intrinsic mixed finite element methods for linear Cosserat elasticity, SIAM J. Numer. Anal. 63 (2025) 1833–1860. doi:10.1137/ 24M1706578
work page 2025
-
[8]
P.Neff, J.Jeong, Anewparadigm: ThelinearisotropicCosseratmodelwithconformally invariant curvature energy, ZAMM Z. Angew. Math. Mech. 89 (2009) 107–122. doi:10. 1002/zamm.200800156
work page 2009
-
[9]
J. Gopalakrishnan, P. L. Lederer, J. Schöberl, A mass conserving mixed stress formu- lation for Stokes flow with weakly imposed stress symmetry, SIAM J. Numer. Anal. 58 (2020) 706–732. doi:10.1137/19M1248960
-
[10]
F. R. A. Aznaran, P. E. Farrell, C. W. Monroe, A. J. Van-Brunt, Finite element methods for multicomponent convection-diffusion, IMA J. Numer. Anal. 45 (2025) 188–222. doi:10.1093/imanum/drae001
-
[11]
S. Adams, B. Cockburn, A mixed finite element method for elasticity in three dimen- sions, J. Sci. Comput. 25 (2005) 515–521. doi:10.1007/s10915-004-4807-3
-
[12]
D. N. Arnold, G. Awanou, R. Winther, Finite elements for symmetric tensors in three dimensions, Math.Comp.77(2008)1229–1251.doi:10.1090/S0025-5718-08-02071-1. 38
-
[13]
D. N. Arnold, R. Winther, Mixed finite elements for elasticity, Numer. Math. 92 (2002) 401–419. doi:10.1007/s002110100348
-
[14]
J. Hu, S. Zhang, A family of conforming mixed finite elements for linear elasticity on triangular grids (2015).arXiv:1406.7457
work page internal anchor Pith review Pith/arXiv arXiv 2015
-
[15]
J. Hu, S. Zhang, A family of symmetric mixed finite elements for linear elas- ticity on tetrahedral grids, Sci. China Math. 58 (2015) 297–307. doi:10.1007/ s11425-014-4953-5
work page 2015
-
[16]
L. Chen, X. Huang, Hybridizable symmetric stress elements on the barycentric refine- ment in arbitrary dimensions, Math. Comp. (electronically published on December 31, 2025, to appear in print). doi:10.1090/mcom/4180
-
[17]
S. Gong, J. Gopalakrishnan, J. Guzmán, M. Neilan, Discrete elasticity exact sequences on Worsey-Farin splits, ESAIM Math. Model. Numer. Anal. 57 (2023) 3373–3402. doi:10.1051/m2an/2023084
-
[18]
J. Gopalakrishnan, J. Guzmán, J. J. Lee, The Johnson-Křížek-mercier elasticity element in higher dimensions, J. Numer. Math. (2025). doi:10.1515/jnma-2025-0020
-
[19]
C. Johnson, B. Mercier, Some equilibrium finite element methods for two-dimensional elasticity problems, Numer. Math. 30 (1978) 103–116. doi:10.1007/BF01403910
-
[20]
V. B. Watrood, B. J. Hartz, An equilibrium stress field model for finite element solutions of two-dimensional elastostatic problems, Int. J. Solids Struct. 4 (1968) 857–873. doi:10. 1016/0020-7683(68)90083-8
work page 1968
-
[21]
S. H. Christiansen, J. Gopalakrishnan, J. Guzmán, K. Hu, A discrete elasticity complex on three-dimensional Alfeld splits, Numer. Math. 156 (2024) 159–204. doi:10.1007/ s00211-023-01381-9
work page 2024
-
[22]
M. Amara, J. M. Thomas, Equilibrium finite elements for the linear elastic problem, Numer. Math. 33 (1979) 367–383. doi:10.1007/BF01399320
-
[23]
D. N. Arnold, F. Brezzi, J. Douglas, Jr., PEERS: A new mixed finite element for plane elasticity, Japan J. Appl. Math. 1 (1984) 347–367. doi:10.1007/BF03167064
-
[24]
D. N. Arnold, R. S. Falk, R. Winther, Mixed finite element methods for lin- ear elasticity with weakly imposed symmetry, Math. Comp. 76 (2007) 1699–1723. doi:10.1090/S0025-5718-07-01998-9
-
[25]
D. Boffi, F. Brezzi, M. Fortin, Reduced symmetry elements in linear elasticity, Commun. Pure Appl. Anal. 8 (2009) 95–121. doi:10.3934/cpaa.2009.8.95
-
[26]
B. Cockburn, J. Gopalakrishnan, J. Guzmán, A new elasticity element made for enforcing weak stress symmetry, Math. Comp. 79 (2010) 1331–1349. doi:10.1090/ S0025-5718-10-02343-4. 39
work page 2010
-
[27]
M. Farhloul, M. Fortin, Dual hybrid methods for the elasticity and the Stokes problems: a unified approach, Numer. Math. 76 (1997) 419–440. doi:10.1007/s002110050270
-
[28]
J. Gopalakrishnan, J. Guzmán, A second elasticity element using the matrix bubble, IMA J. Numer. Anal. 32 (2012) 352–372. doi:10.1093/imanum/drq047
-
[29]
Stenberg, A family of mixed finite elements for the elasticity problem, Numer
R. Stenberg, A family of mixed finite elements for the elasticity problem, Numer. Math. 53 (1988) 513–538. doi:10.1007/BF01397550
-
[30]
P. L. Lederer, R. Stenberg, Energy norm analysis of exactly symmetric mixed finite elements for linear elasticity, Math. Comp. 92 (2023) 583–605. doi:10.1090/mcom/3784
-
[31]
P. L. Lederer, R. Stenberg, Analysis of weakly symmetric mixed finite elements for elasticity, Math. Comp. 93 (2024) 523–550. doi:10.1090/mcom/3865
-
[32]
V. John, A. Linke, C. Merdon, M. Neilan, L. G. Rebholz, On the divergence constraint in mixed finite element methods for incompressible flows, SIAM Rev. 59 (2017) 492–544. doi:10.1137/15M1047696
-
[33]
Schöberl, NETGEN an advancing front 2D/3D-mesh generator based on abstract rules, Comput
J. Schöberl, NETGEN an advancing front 2D/3D-mesh generator based on abstract rules, Comput. Vis. Sci. 1 (1997). doi:10.1007/s007910050004
-
[34]
J. Schöberl, C++11 Implementation of Finite Elements in NGSolve, Technical Report ASC Report 30/2014, Institute for Analysis and Scientific Computing, Vienna Univer- sity of Technology, 2014. URL:https://ngsolve.org/_static/ngs-cpp11.pdf
work page 2014
-
[35]
F. R. A. Aznaran, P. E. Farrell, R. C. Kirby, Transformations for Piola-mapped ele- ments, 2022. doi:10.5802/smai-jcm.91
-
[36]
P.D.Brubeck, R.C.Kirby, FIAT:Enablingclassicalandmodernmacroelements(2025). arXiv:2501.14599
-
[37]
D. A. Ham, P. H. J. Kelly, L. Mitchell, C. J. Cotter, R. C. Kirby, K. Sagiyama, N. Bouziani, S. Vorderwuelbecke, T. J. Gregory, J. Betteridge, D. R. Shapero, R. W. Nixon-Hill, C. J. Ward, P. E. Farrell, P. D. Brubeck, I. Marsden, T. H. Gibson, M. Ho- molya, T. Sun, A. T. T. McRae, F. Luporini, A. Gregory, M. Lange, S. W. Funke, F. Rathgeber, G.-T. Bercea,...
-
[38]
Křížek, An equilibrium finite element method in three-dimensional elasticity, Apl
M. Křížek, An equilibrium finite element method in three-dimensional elasticity, Apl. Mat. 27 (1982) 46–75. URL:http://eudml.org/doc/15223, with a loose Russian sum- mary
work page 1982
-
[39]
O. Gonzalez, A. M. Stuart, A first course in continuum mechanics, Cambridge Texts in Applied Mathematics, Cambridge University Press, Cambridge, 2008. doi:10.1017/ CBO9780511619571. 40
work page 2008
-
[40]
K. R. Rajagopal, Remarks on the notion of “pressure”, Int. J. Non-linear Mech. 71 (2015) 165–172. doi:10.1016/j.ijnonlinmec.2014.11.031
-
[41]
Z. Cai, B. Lee, P. Wang, Least-squares methods for incompressible Newtonian fluid flow: linear stationary problems, SIAM J. Numer. Anal. 42 (2004) 843–859. doi:10. 1137/S0036142903422673
work page 2004
- [42]
-
[43]
P.-A. Raviart, J. M. Thomas, A mixed finite element method for 2nd order elliptic problems, in: Mathematical aspects of finite element methods (Proc. Conf., Consiglio Naz. delle Ricerche (C.N.R.), Rome, 1975), volume Vol. 606 ofLecture Notes in Math., Springer, Berlin-New York, 1977, pp. 292–315. doi:10.1007/BFb0064470
-
[44]
F. Brezzi, J. Douglas, Jr., L. D. Marini, Two families of mixed finite elements for second order elliptic problems, Numer. Math. 47 (1985) 217–235. doi:10.1007/BF01389710
-
[45]
J. Betteridge, P. E. Farrell, M. Hochsteger, C. Lackner, J. Schöberl, S. Zampini, U. Zerbinati, ngsPETSc: A coupling between NETGEN/NGSolve and PETSc, J. Open Source Softw. 9 (2024) 7359. doi:10.21105/joss.07359
-
[46]
P. D. Brubeck, C. Parker, U. Zerbinati, Software used in ‘Achieving Material Robust- ness via Symmetric Stress Finite Element Discretizations’, 2026. doi:10.5281/zenodo. 20312259
-
[47]
J. L. Ericksen, Transversely isotropic fluids, Colloid and polymer science 173 (1960) 117–122. doi:10.1007/BF01502416
-
[48]
J. Merodio, R. Ogden, Mechanical response of fiber-reinforced incompressible non- linearly elastic solids, International Journal of Non-Linear Mechanics 40 (2005) 213–227. doi:10.1016/j.ijnonlinmec.2004.05.003, special Issue in Honour of C.O. Horgan
-
[49]
F. M. Leslie, Theory of flow phenomena in liquid crystals, volume 4 ofAdvances in Liquid Crystals, Elsevier, 1979, pp. 1–81. doi:10.1016/B978-0-12-025004-2.50008-9
-
[50]
F. M. Leslie, Continuum theory for nematic liquid crystals, Continuum Mechanics and Thermodynamics 4 (1992) 167–175. doi:10.1007/BF01130288
-
[51]
P. E. Farrell, G. Russo, U. Zerbinati, Kinetic derivation of an inviscid compressible Leslie–Ericksen equation for rarified calamitic gases, Multiscale Modeling & Simulation 22 (2024) 1585–1607. doi:10.1137/24M1630529
-
[52]
C. Amrouche, P. G. Ciarlet, L. Gratie, S. Kesavan, On Saint Venant’s compatibility conditions and Poincaré’s lemma, C. R. Math. Acad. Sci. Paris 342 (2006) 887–891. doi:10.1016/j.crma.2006.03.026. 41
-
[53]
I. Babuška, M. Suri, Locking effects in the finite element approximation of elasticity problems, Numer. Math. 62 (1992) 439–463. doi:10.1007/BF01396238
-
[54]
doi:10.1007/ 978-3-030-56923-5
A.Ern, J.-L.Guermond, FiniteelementsII—Galerkinapproximation, ellipticandmixed PDEs, volume 73 ofTexts in Applied Mathematics, Springer, Cham, 2021. doi:10.1007/ 978-3-030-56923-5
work page 2021
-
[55]
R. S. Falk, J. E. Osborn, Error estimates for mixed methods, RAIRO Anal. Numér. 14 (1980) 249–277. URL:https://www.numdam.org/item/M2AN_1980__14_3_249_0/
work page 1980
-
[56]
P. W. Schroeder, C. Lehrenfeld, A. Linke, G. Lube, Towards computable flows and robust estimates for inf-sup stable FEM applied to the time-dependent in- compressible Navier-Stokes equations, SeMA J. 75 (2018) 629–653. doi:10.1007/ s40324-018-0157-1
work page 2018
-
[57]
P. E. Farrell, R. C. Kirby, J. Marchena-Menéndez, Irksome: automating Runge-Kutta time-stepping for finite element methods, ACM Trans. Math. Software 47 (2021) Art. 30, 26. doi:10.1145/3466168
-
[58]
R. C. Kirby, S. P. Maclachlan, Extendingirksome: improvements in automated Runge- Kutta time stepping for finite element methods, ACM Trans. Math. Software 51 (2025) Art. 17, 27. doi:10.1145/3759245
-
[59]
P. R. Amestoy, I. S. Duff, J.-Y. L’Excellent, J. Koster, A fully asynchronous multifrontal solver using distributed dynamic scheduling, SIAM J. Matrix Anal. Appl. 23 (2001) 15–
work page 2001
-
[60]
doi:10.1137/S0895479899358194
-
[61]
J. Nečas, Direct methods in the theory of elliptic equations, Springer Monographs in Mathematics, Springer, Heidelberg, 2012.doi:10.1007/978-3-642-10455-8, translated from the 1967 French original by Gerard Tronel and Alois Kufner, Editorial coordination and preface by Šárka Nečasová and a contribution by Christian G. Simader
-
[62]
M. Benzi, M. A. Olshanskii, An augmented Lagrangian-based approach to the Oseen problem, SIAM J. Sci. Comput. 28 (2006) 2095–2113. doi:10.1137/050646421
-
[63]
R. Hiptmair, T. Schiekofer, B. Wohlmuth, Multilevel preconditioned augmented La- grangian techniques for 2nd order mixed problems, Computing 57 (1996) 25–48. doi:10.1007/BF02238356
-
[64]
P. S. Vassilevski, J. P. Wang, Multilevel iterative methods for mixed finite element discretizations of elliptic problems, Numer. Math. 63 (1992) 503–520. doi:10.1007/ BF01385872
work page 1992
-
[65]
Hiptmair, Operator preconditioning, Comput
R. Hiptmair, Operator preconditioning, Comput. Math. Appl. 52 (2006) 699–706. doi:10.1016/j.camwa.2006.10.008. 42
-
[66]
R. C. Kirby, From functional analysis to iterative methods, SIAM Rev. 52 (2010) 269–293. doi:10.1137/070706914
-
[67]
K.-A. Mardal, R. Winther, Preconditioning discretizations of systems of partial differ- ential equations, Numer. Linear Algebra Appl. 18 (2011) 1–40. doi:10.1002/nla.716
-
[68]
D. N. Arnold, R. S. Falk, R. Winther, Multigrid inH(div)andH(curl), Numer. Math. 85 (2000) 197–217. doi:10.1007/PL00005386
- [69]
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