M. Lanser

发表

Series Center for Data and Simulation Science

A. Klawonn, A. Heinlein, M. Lanser, 2018 .

Estimating the time-dependent contact rate of SIR and SEIR models in mathematical epidemiology using physics-informed neural networks

A. Klawonn, A. Heinlein, M. Lanser, 2020, ETNA - Electronic Transactions on Numerical Analysis.

Toward Extremely Scalable Nonlinear Domain Decomposition Methods for Elliptic Partial Differential Equations

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2015, SIAM J. Sci. Comput..

EXASTEEL: Towards a Virtual Laboratory for the Multiscale Simulation of Dual-Phase Steel Using High-Performance Computing

Gerhard Wellein, Markus Wittmann, Jörg Schröder, 2020, Software for Exascale Computing.

Computational homogenization with million-way parallelism using domain decomposition methods

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2019, Computational Mechanics.

Computational homogenization with million-way parallelism using domain decomposition methods

A. Klawonn, O. Rheinbach, M. Lanser, 2019, Computational Mechanics.

Domain Decomposition in Computational Homogenization with Million-way Parallelism

A. Klawonn, O. Rheinbach, M. Lanser, 2018 .

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

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2016, Software for Exascale Computing.

Multicore Performance Engineering of Sparse Triangular Solves Using a Modified Roofline Model

Gerhard Wellein, Georg Hager, Markus Wittmann, 2018, 2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD).

Combining machine learning and domain decomposition methods for the solution of partial differential equations—A review

A. Klawonn, M. Lanser, J. Weber, 2021, GAMM-Mitteilungen.

Combining Machine Learning and Domain Decomposition Methods – A Review

Axel Klawonn, Martin Lanser, Alexander Heinlein, 2020 .

A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems

A. Klawonn, M. Lanser, J. Weber, 2024, SIAM J. Sci. Comput..

Machine Learning in Adaptive Domain Decomposition Methods - Predicting the Geometric Location of Constraints

Axel Klawonn, Martin Lanser, Alexander Heinlein, 2019, SIAM J. Sci. Comput..

Fully-coupled micro–macro finite element simulations of the Nakajima test using parallel computational homogenization

A. Klawonn, O. Rheinbach, M. Lanser, 2021, Computational Mechanics.

FE2TI: Computational Scale Bridging for Dual-Phase Steels

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2015, PARCO.

Energy efficiency of nonlinear domain decomposition methods

Gerhard Wellein, Markus Wittmann, Axel Klawonn, 2020, Int. J. High Perform. Comput. Appl..

Preconditioning the coarse problem of BDDC methods ‐ three-level, algebraic multigrid, and vertex-based preconditioners

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2019, ETNA - Electronic Transactions on Numerical Analysis.

Nonlinear FETI-DP and BDDC Methods: A Unified Framework and Parallel Results

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2017, SIAM J. Sci. Comput..

Nonlinear FETI-DP and BDDC Methods

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2014, SIAM J. Sci. Comput..

Machine learning and domain decomposition methods - a survey

A. Klawonn, M. Lanser, J. Weber, 2023, Computational Science and Engineering.

Adaptive Nonlinear Domain Decomposition Methods with an Application to the $p$-Laplacian

A. Klawonn, M. Lanser, Alexander Heinlein, 2022, SIAM Journal on Scientific Computing.

Additive and Hybrid Nonlinear Two-Level Schwarz Methods and Energy Minimizing Coarse Spaces for Unstructured Grids

Martin Lanser, Alexander Heinlein, M. Lanser, 2020, SIAM J. Sci. Comput..

A frugal FETI-DP and BDDC coarse space for heterogeneous problems

Axel Klawonn, Martin Lanser, Alexander Heinlein, 2019 .

On an Adaptive Coarse Space and on Nonlinear Domain Decomposition

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2014 .

Adaptive Nonlinear Elimination in Nonlinear FETI-DP Methods

A. Klawonn, M. Lanser, M. Uran, 2021 .

Scalability of Classical Algebraic Multigrid for Elasticity to Half a Million Parallel Tasks

Ulrike Meier Yang, Axel Klawonn, Oliver Rheinbach, 2016, Software for Exascale Computing.

Nonlinear BDDC Methods with approximate solvers

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2018 .

A Nonlinear FETI-DP Method with an Inexact Coarse Problem

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2016 .

Hybrid MPI/OpenMP Parallelization in FETI-DP Methods

Gerhard Wellein, Axel Klawonn, Oliver Rheinbach, 2015 .

Towards Extremely Scalable Nonlinear Domain Decomposition Methods for Elliptic Partial Differential Equation

Axel Klawonn, Oliver Rheinbach, Martin Lanser, 2014 .

Model Parallel Training and Transfer Learning for Convolutional Neural Networks by Domain Decomposition

A. Klawonn, M. Lanser, J. Weber, 2024, ArXiv.

A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems

A. Klawonn, M. Lanser, J. Weber, 2023, 2302.06564.