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Axel Klawonn

Identifiers

  • name variant Axel Klawonn 0.60 · backfill

Papers (18)

  1. Learning Adaptive Coarse Spaces Using Transferable Neural Network Models for Linear and Nonlinear Overlapping Domain Decomposition Methods math.NA · 2026 · author #1
  2. A Flow-rate-conserving CNN-based Domain Decomposition Method for Blood Flow Simulations math.NA · 2025 · author #2
  3. Large-scale Thermo-Mechanical Simulation of Laser Beam Welding Using High-Performance Computing: A Qualitative Reproduction of Experimental Results math.NA · 2025 · author #5
  4. Highly Scalable Two-level Monolithic Overlapping Schwarz Preconditioners for Thermo-elastoplastic Laser Beam Welding Problems math.NA · 2025 · author #2
  5. Towards Automated Algebraic Multigrid Preconditioner Design Using Genetic Programming for Large-Scale Laser Beam Welding Simulations cs.CE · 2024 · author #4
  6. Nonlinear Two-Level Schwarz Methods: A Parallel Implementation in FROSch math.NA · 2024 · author #3
  7. Domain-decomposed image classification algorithms using linear discriminant analysis and convolutional neural networks cs.CV · 2024 · author #1
  8. Nonlinear Monolithic Two-Level Schwarz Methods for the Navier-Stokes Equations math.NA · 2024 · author #1
  9. Adaptive and frugal BDDC coarse spaces for virtual element discretizations of a Stokes problem with heterogeneous viscosity math.NA · 2024 · author #2
  10. Model Parallel Training and Transfer Learning for Convolutional Neural Networks by Domain Decomposition cs.CV · 2024 · author #1
  11. Monolithic overlapping Schwarz preconditioners for nonlinear finite element simulations of laser beam welding processes math.NA · 2024 · author #2
  12. A Continuous Benchmarking Infrastructure for High-Performance Computing Applications cs.PF · 2024 · author #5
  13. Computational homogenization for aerogel-like polydisperse open-porous materials using neural network--based surrogate models on the microscale math.NA · 2024 · author #1
  14. Learning Adaptive Constraints in Nonlinear FETI-DP Methods math.NA · 2023 · author #1
  15. Machine learning and domain decomposition methods -- a survey math.NA · 2023 · author #1
  16. Learning the solution operator of two-dimensional incompressible Navier-Stokes equations using physics-aware convolutional neural networks math.NA · 2023 · author #3
  17. A computational framework for pharmaco-mechanical interactions in arterial walls using parallel monolithic domain decomposition methods math.NA · 2023 · author #3
  18. A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems cs.LG · 2023 · author #1

Mentions

  • 2607.06261 #1 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2503.09345 #5 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2502.19975 #2 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2412.08186 #4 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2410.24138 #3 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2410.23359 #1 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2409.03041 #1 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2409.02860 #2 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2408.14442 #1 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2407.03230 #2 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2302.06564 #1 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2403.01579 #5 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2403.00571 #1 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2312.14252 #1 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2312.14050 #1 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2308.02137 #3 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2307.02972 #3 · arxiv_oai · confidence 0.70 Axel Klawonn
  • 2509.15900 #2 · arxiv_oai · confidence 0.70 Axel Klawonn

Frequent Coauthors