Goal-Oriented Error Control for Phase-Field Fracture Coupled to Multiphysics Problems
This website documents the work in the project Goal-Oriented Error Control for Phase-Field Fracture Coupled to Multiphysics Problems, which is supported by the Austrian Science Fund (FWF) under grant P29181-N31. This is a joint project of the Johann Radon Institute for Computational and Applied Mathematics (RICAM) of Austrian Academy of Sciences in Linz, the Institute of Computational Mathematics at the Johannes Kepler University in Linz and the Institute of Applied Mathematics Hannover (IfAM) in Germany.
Description
In many applications the accurate evaluation of certain goal functionals is the key subject of interest. In this project this aim will be addressed for quantities of interest in phase-field fracture propagation and its coupling to multiphysics problems and optimization. The basic fracture model in elasticity is based on a variational formulation of Griffith's brittle fracture approach. The resulting Euler-Lagrange system consists of two coupled partial differential equations and is subject to a crack irreversibility constraint, which leads to a variational inequality. Currently, variational models for fracture (and also damage) have gained high interest in applied mathematics and engineering. However, even the most basic approach (treating cracks in linearized elasticity) is challenging due to non-convexity of the underlying energy functional and the interplay of certain model and discretization parameters. The latter aspect is worth to be mentioned since these parameters influence the robustness and efficiency of solvers and more importantly for this project, they may have significant influence on the accuracy and convergence order of goal functionals such as crack path, crack opening displacements, displacement point values, evaluation of stresses or global norms of displacements or the phase-field variable. An efficient method for goal-functional evaluations and local mesh adaptivity is the so-called dual-weighted residual (DWR) method. Here, a (linear) adjoint problem delivers weights for the a posteriori error estimator. It is of immediate importance for further verification to continue to develop error control for the basic model of phase-field fracture in linearized elasticity as well as its integration in multiphysics and optimization problems. Consequently, computational and numerical analysis of phase-field fracture for cracks in elasticity comprise the first part of this proposal. This requires careful techniques since fracture propagation is time-dependent (or quasi-stationary) and a variational inequality.
The second goal is the application of the DWR method to phase-field fracture optimal control problems. In particular this goal is innovative and allows to unlock new research fields and algorithmic techniques associated with fracture mechanics. This second part is planned in close collaboration with Prof. Ira Neitzel (Bonn/Germany) and Prof. Winnifried Wollner (Darmstadt/Germany). The third aspect comprises DWR error control for a coupled (quasi-stationary) phase-field-fluid-structure interaction problem. In this third part an international interdisciplinary collaboration with Dr. Jeremi Mizerski (medical doctor in Warsaw/Poland) with regard to mathematical modeling and discussions of relevant quantities of interest is planned. Here, the treatment of multiple goal functionals simultaneously (e.g., drag and crack opening displacement) is of high relevance. A success of this project would allow for future extensions to other practical field problems such as fluid-filled fracture propagation in porous media or hemodynamics.
Publications
PhD Theses
- D. Jodlbauer
- Parallel Multigrid Solvers for Nonlinear Coupled Field Problems,
- 2021, Johannes Kepler University Linz
- thesis
- B. Endtmayer
- Multi-goal oriented a posteriori error estimates for nonlinear partial differential equations,
- 2020, Johannes Kepler University Linz
- thesis
Refereed Papers
- B. Endtmayer, U. Langer, T. Wick
- Reliability and efficiency of DWR-type a posteriori error estimates with smart sensitivity weight recovering
- Comput. Methods Appl. Math., 21(2), 351–371, 2021
- doi arxiv
- B. Endtmayer, U. Langer, T. Wick
- Two-side a posteriori error estimates for the DWR method
- SIAM J. Sci. Comput., 42(1), A371–A394, 2020
- doi arxiv
- B. Endtmayer, U. Langer, I. Neitzel, T. Wick, W. Wollner
- Multigoal-oriented optimal control problems with nonlinear PDE constraints
- Computers & Mathematics with Applications, 79(10):3001- 3026, 2020
- doi arxiv
- D. Jodlbauer, U. Langer, T. Wick
- Parallel Matrix-Free Higher-Order Finite Element Solvers for Phase-Field Fracture Problems
- Math. Comput. Appl. 25(3), 40, 2020
- doi
- D. Jodlbauer, U. Langer, T. Wick
- Matrix-free multigrid solvers for phase-field fracture problems
- Computer Methods in Applied Mechanics and Engineering, 372, 2020
- doi arxiv
- B. Endtmayer, U. Langer, T. Wick
- Multigoal-Oriented Error Estimates for Non-linear Problems
- Journal of Numerical Mathematics, 27, no. 4, pp. 215-236, 2019
- doi preprint
- D. Jodlbauer, U. Langer, T. Wick
- Parallel Block-Preconditioned Monolithic Solvers for Fluid-Structure-Interaction Problems
- International Journal for Numerical Methods in Engineering, 117:623–643, 2019
- doi preprint
Books
- T. Wick
- Multiphysics Phase-Field Fracture: Modeling, Adaptive Discretizations, and Solvers
- Radon Series on Computational and Applied Mathematics, Band 28, de Gruyter, October 2020
- doi
Refereed Book Chapters
- D. Jodlbauer, T. Wick
- A monolithic FSI solver applied to the FSI 1,2,3 benchmarks
- Fluid-Structure Interaction: Modeling, Adaptive Discretizations and Solvers, Radon Series on Computational and Applied Mathematics 20, pp. 193-234, de Gruyter, Berlin, 2017
- doi
- U. Langer, H. Yang
- Recent development of monolithic fluid-structure interaction solvers
- Fluid-Structure Interaction: Modeling, Adaptive Discretizations and Solvers, Radon Series on Computational and Applied Mathematics 20, pp. 169-191, de Gruyter, Berlin, 2017.
- doi
- T. Wick
- Coupling fluid-structure interaction with phase-field fracture: algorithmic details
- Fluid-Structure Interaction: Modeling, Adaptive Discretizations and Solvers, Radon Series on Computational and Applied Mathematics 20, pp. 329-366, de Gruyter, Berlin, 2017.
- doi
Conference Proceedings
- B. Endtmayer, U. Langer, J.P. Thiele T. Wick
- Hierarchical DWR Error Estimates for the Navier Stokes Equation: h and p Enrichment
- arXiv:1912.04819 , December, 2019
- preprint
- B. Endtmayer, U. Langer, I. Neitzel, T. Wick, W. Wollner
- Mesh adaptivity and error estimates applied to a regularized p-Laplacian constrained optimal control problem for multiple quantities of interest
- Proc. Appl. Math. Mech. (PAMM), 19(1):e201900231, 2019
- doi
- B. Endtmayer, U. Langer, T. Wick
- Multiple goal-oriented error estimates applied to 3d non-linear problems
- Proc. Appl. Math. Mech. (PAMM), 18(1):e201800048, 2018
- doi
Preliminary Publications
- B. Endtmayer, T. Wick
- A partition-of-unity dual-weighted residual approach for multi-objective goal functional error estimation applied to elliptic problems
- Computational Methods in Applied Mathematics (CMAM), 17, no. 4, pp. 575-599, 2017
- doi
preprint
- T. Wick
- Modified Newton methods for solving fully monolithic phase-field quasi-static brittle fracture propagation
- Comp. Meth. Appl. Mech. Engrg., accepted in July 2017
- T. Wick
- An error-oriented Newton/inexact augmented Lagrangian approach for fully monolithic phase-field fracture propagation
- SIAM J. Sci. Comput., Vol. 39(4), 2017, pp. B589-B617
- doi preprint
- I. Neitzel, T. Wick, W. Wollner
- An Optimal Control Problem Governed by a Regularized Phase-Field Fracture Propagation Model
- SIAM Journal on Control and Optimization, Vol. 55(4), 2017, pp. 2271-2288
- doi
Lecture Notes
- K. Mang, T. Wick
- Numerical Methods for Variational Phase-Field Fracture Problems
- Institutionelles Repositorium der Leibniz Universität Hannover, 2019
- doi
Software
- DOpElib A Goal Oriented Software Library for Solving PDEs and Optimization Problems with PDEs.
- deal.II – An Open Source Finite Element Library
- cracks – A Finite Element Code for Crack Propagation
Gallery
Local error distribution in multi goal oriented adaptivity.
Multigoal-Oriented Error Estimates for Non-linear Problems [doi] [preprint]
Resulting mesh using local adaptivity.
Multigoal-Oriented Error Estimates for Non-linear Problems [doi] [preprint]
Diagonal tearing of a simplified 2d screw.
Fracture propagation in a 3d L-shaped panel due to cyclic loading on the right edge.
Matrix-free multigrid solvers for phase-field fracture problems [report] [arXiv]
Fracture propagation in a 2d L-shaped panel due to cyclic loading on the right edge.
Matrix-free multigrid solvers for phase-field fracture problems [report] [arXiv]
Final crack pattern for the multiple fracture test case.
Matrix-free multigrid solvers for phase-field fracture problems [report] [arXiv]
Parallel scalability of the matrix-free multigrid solver for the multiple fracture test.
Matrix-free multigrid solvers for phase-field fracture problems [report] [arXiv]
Cooperation partners
- Department of Mathematics, Research Group Optimization, Technical University Darmstadt, Germany
- Doctoral Program "Computational Mathematics", Johannes Kepler University, Linz, Austria
- Institute of Applied Mathematics, Leibniz University Hannover, Germany
- Institute of Numerical Mathematics, Johannes Kepler University, Linz, Austria
- Institute for Numerical Simulation, University of Bonn, Germany
- Johann Radon Institute for Computational and Applied Mathematics (RICAM), Austrian Academy of Sciences, Linz, Austria
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