Martin Lanser

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Basis Functions

Decomposition Methods

Machine Learning

Top Venues

SIAM J. Sci. Comput.

Int. J. Parallel Emergent Distributed Syst.

Publications

Christoph Alt, Martin Lanser, Jonas Plewinski, Atin Janki, Axel Klawonn, Harald Köstler, Michael Selzer, Ulrich Rüde
A continuous benchmarking infrastructure for high-performance computing applications. Int. J. Parallel Emergent Distributed Syst. 39 (4) (2024)
Christoph Alt, Martin Lanser, Jonas Plewinski, Atin Janki, Axel Klawonn, Harald Köstler, Michael Selzer, Ulrich Rüde
A Continuous Benchmarking Infrastructure for High-Performance Computing Applications. CoRR (2024)
Axel Klawonn, Martin Lanser, Janine Weber
Learning adaptive coarse basis functions of FETI-DP. J. Comput. Phys. 496 (2024)
Axel Klawonn, Martin Lanser, Lucas Mager, Ameya Rege
Computational homogenization for aerogel-like polydisperse open-porous materials using neural network-based surrogate models on the microscale. CoRR (2024)
Tommaso Bevilacqua, Axel Klawonn, Martin Lanser, Adam Wasiak
Monolithic overlapping Schwarz preconditioners for nonlinear finite element simulations of laser beam welding processes. CoRR (2024)
Axel Klawonn, Martin Lanser, Janine Weber
A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems. CoRR (2023)
Axel Klawonn, Martin Lanser, Janine Weber
Learning Adaptive Constraints in Nonlinear FETI-DP Methods. CoRR (2023)
Alexander Heinlein, Axel Klawonn, Martin Lanser
Adaptive Nonlinear Domain Decomposition Methods with an Application to the $p$-Laplacian. SIAM J. Sci. Comput. 45 (3) (2023)
Axel Klawonn, Martin Lanser, Janine Weber
Machine learning and domain decomposition methods - a survey. CoRR (2023)
Alexander Heinlein, Axel Klawonn, Martin Lanser, Janine Weber
Combining Machine Learning and Adaptive Coarse Spaces - A Hybrid Approach for Robust FETI-DP Methods in Three Dimensions. SIAM J. Sci. Comput. 43 (5) (2021)
Axel Klawonn, Martin Lanser, Oliver Rheinbach, Gerhard Wellein, Markus Wittmann
Energy efficiency of nonlinear domain decomposition methods. Int. J. High Perform. Comput. Appl. 35 (3) (2021)
Alexander Heinlein, Martin Lanser
Additive and Hybrid Nonlinear Two-Level Schwarz Methods and Energy Minimizing Coarse Spaces for Unstructured Grids. SIAM J. Sci. Comput. 42 (4) (2020)
Alexander Heinlein, Axel Klawonn, Martin Lanser, Janine Weber
Machine Learning in Adaptive FETI-DP: Reducing the Effort in Sampling. ENUMATH (2019)
Alexander Heinlein, Axel Klawonn, Martin Lanser, Janine Weber
Machine Learning in Adaptive Domain Decomposition Methods - Predicting the Geometric Location of Constraints. SIAM J. Sci. Comput. 41 (6) (2019)
Markus Wittmann, Georg Hager, Radim Janalík, Martin Lanser, Axel Klawonn, Oliver Rheinbach, Olaf Schenk, Gerhard Wellein
Multicore Performance Engineering of Sparse Triangular Solves Using a Modified Roofline Model. SBAC-PAD (2018)
Axel Klawonn, Martin Lanser, Oliver Rheinbach, Matthias Uran
Nonlinear FETI-DP and BDDC Methods: A Unified Framework and Parallel Results. SIAM J. Sci. Comput. 39 (6) (2017)
Axel Klawonn, Martin Lanser, Oliver Rheinbach
Toward Extremely Scalable Nonlinear Domain Decomposition Methods for Elliptic Partial Differential Equations. SIAM J. Sci. Comput. 37 (6) (2015)
Axel Klawonn, Martin Lanser, Oliver Rheinbach
A Highly Scalable Implementation of Inexact Nonlinear FETI-DP Without Sparse Direct Solvers. ENUMATH (2015)
Axel Klawonn, Martin Lanser, Oliver Rheinbach
TI: Computational Scale Bridging for Dual-Phase Steels. PARCO (2015)
Axel Klawonn, Martin Lanser, Oliver Rheinbach
Nonlinear FETI-DP and BDDC Methods. SIAM J. Sci. Comput. 36 (2) (2014)