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Rolf Krause

Identifiers

  • name variant Rolf Krause 0.60 · backfill

Papers (75)

  1. A Non-Monotone Preconditioned Trust-Region Method for Neural Network Training math.OC · 2026 · author #5
  2. Protect the Brain When Treating the Heart: A Convolutional Neural Network for Detecting Emboli cs.LG · 2026 · author #4
  3. A numerical approach for modelling the polarisation signals of strong resonance lines with partial frequency redistribution. Numerical applications to two-term atoms and plane-parallel atmospheres astro-ph.SR · 2025 · author #9
  4. Data-Parallel Neural Network Training via Nonlinearly Preconditioned Trust-Region Method cs.LG · 2025 · author #4
  5. An eikonal model with re-excitability for fast simulations in cardiac electrophysiology cs.CE · 2024 · author #2
  6. Symbol-based multilevel block $\tau$ preconditioners for multilevel block Toeplitz systems: GLT-based analysis and applications math.NA · 2024 · author #4
  7. A Preconditioned Version of a Nested Primal-Dual Algorithm for Image Deblurring math.NA · 2024 · author #3
  8. Two-level trust-region method with random subspaces math.NA · 2024 · author #3
  9. The limitations of a standard phase-field model in reproducing jointing in sedimentary rock layers physics.geo-ph · 2024 · author #4
  10. High-order parallel-in-time method for the monodomain equation in cardiac electrophysiology math.NA · 2024 · author #3
  11. Integrating Additive Multigrid with Multipreconditioned Conjugate Gradient Method math.NA · 2024 · author #4
  12. Asymptotic spectral properties and preconditioning of an approximated nonlocal Helmholtz equation with Caputo fractional Laplacian and variable coefficient wave number $\mu$ math.NA · 2024 · author #4
  13. Explicit stabilized multirate methods for the monodomain model in cardiac electrophysiology math.NA · 2024 · author #4
  14. Fractional differential problems with numerical anti-reflective boundary conditions: a computational/precision analysis and numerical results math.NA · 2023 · author #3
  15. Parallel Trust-Region Approaches in Neural Network Training: Beyond Traditional Methods math.NA · 2023 · author #4
  16. Assessment of the CRD approximation for the observer's frame RIII redistribution matrix astro-ph.SR · 2023 · author #6
  17. Shape of my heart: Cardiac models through learned signed distance functions eess.IV · 2023 · author #5
  18. Enhancing training of physics-informed neural networks using domain-decomposition based preconditioning strategies math.NA · 2023 · author #4
  19. Boundary Integral Formulation of the Cell-by-Cell Model of Cardiac Electrophysiology math.NA · 2023 · author #2
  20. Nonlinear Schwarz preconditioning for nonlinear optimization problems with bound constraints math.OC · 2022 · author #3
  21. AnyDijkstra, an algorithm to compute shortest paths on images with anytime properties cs.DS · 2022 · author #2
  22. Multigrid for two-sided fractional differential equations discretized by finite volume elements on graded meshes math.NA · 2022 · author #2
  23. Nonlinear Field-split Preconditioners for Solving Monolithic Phase-field Models of Brittle Fracture math.NA · 2022 · author #3
  24. Fast characterization of inducible regions of atrial fibrillation models with multi-fidelity Gaussian process classification cs.LG · 2021 · author #4
  25. Numerical solutions to linear transfer problems of polarized radiation II. Krylov methods and matrix-free implementation math.NA · 2021 · author #4
  26. Numerical solutions to linear transfer problems of polarized radiation I. Algebraic formulation and stationary iterative methods astro-ph.SR · 2021 · author #4
  27. Construction of Grid Operators for Multilevel Solvers: a Neural Network Approach math.NA · 2021 · author #2
  28. Training of deep residual networks with stochastic MG/OPT cs.LG · 2021 · author #3
  29. Globally Convergent Multilevel Training of Deep Residual Networks cs.LG · 2021 · author #2
  30. A Generalized Multigrid Method for Solving Contact Problems in Lagrange Multiplier based Unfitted Finite Element Method math.NA · 2021 · author #2
  31. Patch-Smoother and Multigrid for the Dual Formulation for Linear Elasticity math.NA · 2021 · author #2
  32. Space-time multilevel quadrature methods and their application for cardiac electrophysiology math.NA · 2021 · author #3
  33. On the Globalization of ASPIN Employing Trust-Region Control Strategies -- Convergence Analysis and Numerical Examples math.NA · 2021 · author #2
  34. Multilevel Active-Set Trust-Region (MASTR) Method for Bound Constrained Minimization math.NA · 2021 · author #2
  35. A Multigrid Preconditioner for Jacobian-free Newton-Krylov Methods math.NA · 2021 · author #3
  36. Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks cs.LG · 2021 · author #7
  37. GEASI: Geodesic-based Earliest Activation Sites Identification in cardiac models math.OC · 2021 · author #4
  38. Multigrid and saddle-point preconditioners for unfitted finite element modelling of inclusions math.NA · 2021 · author #2
  39. Space-time shape uncertainties in the forward and inverse problem of electrocardiography math.NA · 2020 · author #2
  40. PIEMAP: Personalized Inverse Eikonal Model from cardiac Electro-Anatomical Maps math.OC · 2020 · author #6
  41. Large scale simulation of pressure induced phase-field fracture propagation using Utopia physics.comp-ph · 2020 · author #7
  42. A Multilevel Approach to Training cs.LG · 2020 · author #3
  43. An experimental comparison of a space-time multigrid method with PFASST for a reaction-diffusion problem math.NA · 2020 · author #3
  44. Frontiers in Mortar Methods for Isogeometric Analysis cs.CE · 2020 · author #3
  45. Multilevel Minimization for Deep Residual Networks cs.LG · 2020 · author #3
  46. Modelling of hydro-mechanical processes in heterogeneous fracture intersections using a fictitious domain method with variational transfer operators physics.comp-ph · 2020 · author #6
  47. A Multigrid Method for a Nitsche-based Extended Finite Element Method math.NA · 2019 · author #2
  48. Space-time multilevel Monte Carlo methods and their application to cardiac electrophysiology cs.CE · 2019 · author #5
  49. Recursive multilevel trust region method with application to fully monolithic phase-field models of brittle fracture math.NA · 2019 · author #2
  50. 3D non-conforming mesh model for flow in fractured porous media using Lagrange multipliers physics.geo-ph · 2019 · author #7
  51. A shortest-path based clustering algorithm for joint human-machine analysis of complex datasets q-bio.QM · 2018 · author #3
  52. Simulation of hydro-mechanically coupled processes in rough rock fractures using an immersed boundary method and variational transfer operators physics.geo-ph · 2018 · author #6
  53. Contact between rough rock surfaces using a dual mortar method physics.geo-ph · 2018 · author #5
  54. An immersed boundary method for fluid-structure interaction based on overlapping domain decomposition physics.comp-ph · 2018 · author #6
  55. Smart energy models for atomistic simulations using a DFT-driven multifidelity approach physics.comp-ph · 2018 · author #8
  56. High-dimensional and higher-order multifidelity Monte Carlo estimators math.NA · 2018 · author #3
  57. Scalable hierarchical PDE sampler for generating spatially correlated random fields using non-matching meshes math.NA · 2017 · author #5
  58. Parallel-in-Space-and-Time Simulation of the Three-Dimensional, Unsteady Navier-Stokes Equations for Incompressible Flow cs.CE · 2017 · author #3
  59. Towards a multigrid method for the minimum-cost flow problem math.OC · 2016 · author #2
  60. Research and Education in Computational Science and Engineering cs.CE · 2016 · author #20
  61. An Iterative Approach for Time Integration Based on Discontinuous Galerkin Methods math.NA · 2016 · author #3
  62. Multiscale modeling, discretization, and algorithms: a survey in biomechanics math.NA · 2016 · author #4
  63. Explicit Parallel-in-time Integration of a Linear Acoustic-Advection System cs.CE · 2015 · author #2
  64. Parareal convergence for 2D unsteady flow around a cylinder cs.CE · 2015 · author #6
  65. Time parallel gravitational collapse simulation gr-qc · 2015 · author #4
  66. Numerical simulation of skin transport using Parareal cs.CE · 2015 · author #6
  67. A stencil-based implementation of Parareal in the C++ domain specific embedded language STELLA cs.DC · 2014 · author #3
  68. Parareal for diffusion problems with space- and time-dependent coefficients math.NA · 2014 · author #3
  69. Inexact spectral deferred corrections math.NA · 2014 · author #5
  70. Convergence of Parareal for the Navier-Stokes equations depending on the Reynolds number math.NA · 2013 · author #4
  71. Probabilistic Analysis of LCF Crack Initiation Life of a Turbine Blade under Thermomechanical Loading math.NA · 2013 · author #4
  72. A Probabilistic Model for LCF stat.AP · 2013 · author #5
  73. A space-time parallel solver for the three-dimensional heat equation cs.NA · 2013 · author #5
  74. A multi-level spectral deferred correction method math.NA · 2013 · author #6
  75. Risk estimation for LCF crack initiation math.NA · 2013 · author #4

Mentions

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Frequent Coauthors