Axel Klawonn
Orcid: 0000-0003-4765-7387Affiliations:
- University of Cologne, Germany
According to our database1,
Axel Klawonn
authored at least 49 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
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on zbmath.org
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on orcid.org
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on d-nb.info
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Bibliography
2024
A Continuous Benchmarking Infrastructure for High-Performance Computing Applications.
CoRR, 2024
Computational homogenization for aerogel-like polydisperse open-porous materials using neural network-based surrogate models on the microscale.
CoRR, 2024
2023
Adaptive Nonlinear Domain Decomposition Methods with an Application to the $p$-Laplacian.
SIAM J. Sci. Comput., June, 2023
Learning the solution operator of two-dimensional incompressible Navier-Stokes equations using physics-aware convolutional neural networks.
CoRR, 2023
A computational framework for pharmaco-mechanical interactions in arterial walls using parallel monolithic domain decomposition methods.
CoRR, 2023
A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems.
CoRR, 2023
2022
SIAM J. Sci. Comput., 2022
2021
Combining Machine Learning and Adaptive Coarse Spaces - A Hybrid Approach for Robust FETI-DP Methods in Three Dimensions.
SIAM J. Sci. Comput., 2021
Int. J. High Perform. Comput. Appl., 2021
2020
EXASTEEL: Towards a Virtual Laboratory for the Multiscale Simulation of Dual-Phase Steel Using High-Performance Computing.
Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020
2019
Machine Learning in Adaptive Domain Decomposition Methods - Predicting the Geometric Location of Constraints.
SIAM J. Sci. Comput., 2019
SIAM J. Sci. Comput., 2019
Monolithic Overlapping Schwarz Domain Decomposition Methods with GDSW Coarse Spaces for Incompressible Fluid Flow Problems.
SIAM J. Sci. Comput., 2019
Proceedings of the Numerical Mathematics and Advanced Applications ENUMATH 2019 - European Conference, Egmond aan Zee, The Netherlands, September 30, 2019
Fully Algebraic Two-Level Overlapping Schwarz Preconditioners for Elasticity Problems.
Proceedings of the Numerical Mathematics and Advanced Applications ENUMATH 2019 - European Conference, Egmond aan Zee, The Netherlands, September 30, 2019
Proceedings of the Numerical Mathematics and Advanced Applications ENUMATH 2019 - European Conference, Egmond aan Zee, The Netherlands, September 30, 2019
2018
Multicore Performance Engineering of Sparse Triangular Solves Using a Modified Roofline Model.
Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018
2017
SIAM J. Sci. Comput., 2017
2016
One-Way and Fully-Coupled FE2 Methods for Heterogeneous Elasticity and Plasticity Problems: Parallel Scalability and an Application to Thermo-Elastoplasticity of Dual-Phase Steels.
Proceedings of the Software for Exascale Computing - SPPEXA 2013-2015, 2016
Scalability of Classical Algebraic Multigrid for Elasticity to Half a Million Parallel Tasks.
Proceedings of the Software for Exascale Computing - SPPEXA 2013-2015, 2016
A Parallel Implementation of a Two-Level Overlapping Schwarz Method with Energy-Minimizing Coarse Space Based on Trilinos.
SIAM J. Sci. Comput., 2016
2015
Toward Extremely Scalable Nonlinear Domain Decomposition Methods for Elliptic Partial Differential Equations.
SIAM J. Sci. Comput., 2015
The approximate component mode synthesis special finite element method in two dimensions: Parallel implementation and numerical results.
J. Comput. Appl. Math., 2015
Proceedings of the Parallel Computing: On the Road to Exascale, 2015
A Highly Scalable Implementation of Inexact Nonlinear FETI-DP Without Sparse Direct Solvers.
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2015, 2015
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2015, 2015
2014
2013
Proceedings of the Domain Decomposition Methods in Science and Engineering XX, 2013
A Simultaneous Augmented Lagrange Approach for the Simulation of Soft Biological Tissue.
Proceedings of the Domain Decomposition Methods in Science and Engineering XX, 2013
A Deflation Based Coarse Space in Dual-Primal FETI Methods for Almost Incompressible Elasticity.
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2013, 2013
2012
Deflation, Projector Preconditioning, and Balancing in Iterative Substructuring Methods: Connections and New Results.
SIAM J. Sci. Comput., 2012
Analysis of FETI-DP and BDDC for Linear Elasticity in 3D with Almost Incompressible Components and Varying Coefficients Inside Subdomains.
SIAM J. Numer. Anal., 2012
Projector preconditioning and transformation of basis in FETI-DP algorithms for contact problems.
Math. Comput. Simul., 2012
2008
SIAM J. Numer. Anal., 2008
Domain Decomposition for Less Regular Subdomains: Overlapping Schwarz in Two Dimensions.
SIAM J. Numer. Anal., 2008
2006
A Parallel Implementation of Dual-Primal FETI Methods for Three-Dimensional Linear Elasticity Using a Transformation of Basis.
SIAM J. Sci. Comput., 2006
2004
A preconditioner for the equations of linear elasticity discretized by the PEERS element.
Numer. Linear Algebra Appl., 2004
2002
Dual-Primal FETI Methods for Three-Dimensional Elliptic Problems with Heterogeneous Coefficients.
SIAM J. Numer. Anal., 2002
2001
A FETI Domain Decomposition Method for Edge Element Approximations in Two Dimensions with Discontinuous Coefficients.
SIAM J. Numer. Anal., 2001
2000
A Domain Decomposition Method with Lagrange Multipliers and Inexact Solvers for Linear Elasticity.
SIAM J. Sci. Comput., 2000
A comparison of overlapping Schwarz methods and block preconditioners for saddle point problems.
Numer. Linear Algebra Appl., 2000
1999
Block triangular preconditioners for nonsymmetric saddle point problems: field-of-values analysis.
Numerische Mathematik, 1999
1998
SIAM J. Sci. Comput., 1998
SIAM J. Sci. Comput., 1998