Rolf Krause

Orcid: 0000-0001-5408-5271

Affiliations:
  • University of Lugano, Switzerland


According to our database1, Rolf Krause authored at least 106 papers between 2001 and 2024.

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Bibliography

2024
Data-centric workloads with MPI_Sort.
J. Parallel Distributed Comput., May, 2024

Integrating Multi-Preconditioned Conjugate Gradient with Additive Multigrid Strategy.
CoRR, 2024

Asymptotic spectral properties and preconditioning of an approximated nonlocal Helmholtz equation with Caputo fractional Laplacian and variable coefficient wave number μ.
CoRR, 2024

Explicit stabilized multirate methods for the monodomain model in cardiac electrophysiology.
CoRR, 2024

2023
Space-time Multilevel Quadrature Methods and their Application for Cardiac Electrophysiology.
SIAM/ASA J. Uncertain. Quantification, December, 2023

Globally Convergent Multilevel Training of Deep Residual Networks.
SIAM J. Sci. Comput., June, 2023

Scalable matrix-free solver for 3D transfer of polarized radiation in stellar atmospheres.
J. Comput. Phys., April, 2023

Nonlocal problems with anti-symmetric and anti-reflective boundary conditions: a computational analysis and numerical comparisons.
CoRR, 2023

Parallel Trust-Region Approaches in Neural Network Training: Beyond Traditional Methods.
CoRR, 2023

Assessment of the CRD approximation for the observer's frame RIII redistribution matrix.
CoRR, 2023

Shape of my heart: Cardiac models through learned signed distance functions.
CoRR, 2023

Enhancing training of physics-informed neural networks using domain-decomposition based preconditioning strategies.
CoRR, 2023

Boundary Integral Formulation of the Cell-by-Cell Model of Cardiac Electrophysiology.
CoRR, 2023

Effect of Gap Junction Distribution, Size, and Shape on the Conduction Velocity in a Cell-by-Cell Model for Electrophysiology.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

On the Accuracy of Eikonal Approximations in Cardiac Electrophysiology in the Presence of Fibrosis.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

An in silico Study of Cardiac hiPSC Electronic Maturation by Dynamic Clamp.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022
Matrices associated to two conservative discretizations of Riesz fractional operators and related multigrid solvers.
Numer. Linear Algebra Appl., 2022

Nonlinear Schwarz preconditioning for nonlinear optimization problems with bound constraints.
CoRR, 2022

AnyDijkstra, an algorithm to compute shortest paths on images with anytime properties.
CoRR, 2022

Multigrid for two-sided fractional differential equations discretized by finite volume elements on graded meshes.
CoRR, 2022

Nonlinear Field-split Preconditioners for Solving Monolithic Phase-field Models of Brittle Fracture.
CoRR, 2022

Numerical Simulations Indicate IK1 Dynamic Clamp Can Unveil the Phenotype of Cardiomyocytes Derived from Induced Pluripotent Stem Cells.
Proceedings of the Computing in Cardiology, 2022

2021
Fast Parallel Solver for the Space-time IgA-DG Discretization of the Diffusion Equation.
J. Sci. Comput., 2021

Space-time multilevel Monte Carlo methods and their application to cardiac electrophysiology.
J. Comput. Phys., 2021

Fast characterization of inducible regions of atrial fibrillation models with multi-fidelity Gaussian process classification.
CoRR, 2021

Numerical solutions to linear transfer problems of polarized radiation II. Krylov methods and matrix-free implementation.
CoRR, 2021

Construction of Grid Operators for Multilevel Solvers: a Neural Network Approach.
CoRR, 2021

Training of deep residual networks with stochastic MG/OPT.
CoRR, 2021

A Generalized Multigrid Method for Solving Contact Problems in Lagrange Multiplier based Unfitted Finite Element Method.
CoRR, 2021

Patch-Smoother and Multigrid for the Dual Formulation for Linear Elasticity.
CoRR, 2021

On the Globalization of ASPIN Employing Trust-Region Control Strategies - Convergence Analysis and Numerical Examples.
CoRR, 2021

Multilevel Active-Set Trust-Region (MASTR) Method for Bound Constrained Minimization.
CoRR, 2021

A Matrix-free Multigrid Preconditioner for Jacobian-free Newton-Krylov Methods.
CoRR, 2021

GEASI: Geodesic-based Earliest Activation Sites Identification in cardiac models.
CoRR, 2021

Multigrid and saddle-point preconditioners for unfitted finite element modelling of inclusions.
CoRR, 2021

An experimental comparison of a space-time multigrid method with PFASST for a reaction-diffusion problem.
Comput. Math. Appl., 2021

Large scale simulation of pressure induced phase-field fracture propagation using Utopia.
CCF Trans. High Perform. Comput., 2021

Learning Atrial Fiber Orientations and Conductivity Tensors from Intracardiac Maps Using Physics-Informed Neural Networks.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

2020
Space-time shape uncertainties in the forward and inverse problem of electrocardiography.
CoRR, 2020

A Multilevel Approach to Training.
CoRR, 2020

Frontiers in Mortar Methods for Isogeometric Analysis.
CoRR, 2020

Multilevel Minimization for Deep Residual Networks.
CoRR, 2020

3D right ventricular endocardium segmentation in cardiac magnetic resonance images by using a new inter-modality statistical shape modelling method.
Biomed. Signal Process. Control., 2020

Multigrid preconditioners for anisotropic space-fractional diffusion equations.
Adv. Comput. Math., 2020

PIEMAP: Personalized Inverse Eikonal Model from Cardiac Electro-Anatomical Maps.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

2019
Subdivision-Based Nonlinear Multiscale Cloth Simulation.
SIAM J. Sci. Comput., 2019

High-dimensional and higher-order multifidelity Monte Carlo estimators.
J. Comput. Phys., 2019

An immersed boundary method for fluid-structure interaction based on variational transfer.
J. Comput. Phys., 2019

3D non-conforming mesh model for flow in fractured porous media using Lagrange multipliers.
Comput. Geosci., 2019

High-order accurate simulation of incompressible turbulent flows on many parallel GPUs of a hybrid-node supercomputer.
Comput. Phys. Commun., 2019

A Multigrid Method for a Nitsche-based Extended Finite Element Method.
CoRR, 2019

Recursive multilevel trust region method with application to fully monolithic phase-field models of brittle fracture.
CoRR, 2019

Correction to: Editorial.
Comput. Vis. Sci., 2019

Editorial.
Comput. Vis. Sci., 2019

2018
A Note on Adaptive Nonlinear Preconditioning Techniques.
SIAM J. Sci. Comput., 2018

Space-Time FE-DG Discretization of the Anisotropic Diffusion Equation in Any Dimension: The Spectral Symbol.
SIAM J. Matrix Anal. Appl., 2018

Scalable hierarchical PDE sampler for generating spatially correlated random fields using nonmatching meshes.
Numer. Linear Algebra Appl., 2018

Sensitivity analysis of ventricular activation and electrocardiogram in tailored models of heart-failure patients.
Medical Biol. Eng. Comput., 2018

A shortest-path based clustering algorithm for joint human-machine analysis of complex datasets.
CoRR, 2018

Smart energy models for atomistic simulations using a DFT-driven multifidelity approach.
CoRR, 2018

A statistical shape model of the left ventricle from real-time 3D echocardiography and its application to myocardial segmentation of cardiac magnetic resonance images.
Comput. Biol. Medicine, 2018

Anatomically-Induced Fibrillation in a 3D Model of the Human Atria.
Proceedings of the Computing in Cardiology, 2018

Acute Morphological Changes in P-Wave Morphology During Pulmonary Vein Isolation in Atrial Fibrillation Patients.
Proceedings of the Computing in Cardiology, 2018

2016
Space and Time Parallel Multigrid for Optimization and Uncertainty Quantification in PDE Simulations.
Proceedings of the Software for Exascale Computing - SPPEXA 2013-2015, 2016

A Parallel Approach to the Variational Transfer of Discrete Fields between Arbitrarily Distributed Unstructured Finite Element Meshes.
SIAM J. Sci. Comput., 2016

Research and Education in Computational Science and Engineering.
CoRR, 2016

A survey on stochastic multi-scale modeling in biomechanics: computational challenges.
CoRR, 2016

A parallel multigrid method for constrained minimization problems and its application to friction, contact, and obstacle problems.
Comput. Vis. Sci., 2016

Enabling local time stepping in the parallel implicit solution of reaction-diffusion equations via space-time finite elements on shallow tree meshes.
Appl. Math. Comput., 2016

Right Ventricular Endocardial Segmentation in CMR Images using a Novel Inter-Modality Statistical Shape Modelling Approach.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Epicardial Fibrosis Explains Increased Transmural Conduction in a Computer Model of Atrial Fibrillation.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Special issue on Parallel Matrix Algorithms and Applications (PMAA'14).
Parallel Comput., 2015

An efficient and reliable residual-type a posteriori error estimator for the Signorini problem.
Numerische Mathematik, 2015

Wavelets as basis functions to represent the coarse-graining potential in multiscale coarse graining approach.
J. Comput. Phys., 2015

Towards a large-scale scalable adaptive heart model using shallow tree meshes.
J. Comput. Phys., 2015

Addendum to "A coarse space for heterogeneous Helmholtz problems based on the Dirichlet-to-Neumann operator" [J. Comput. Appl. Math. (2014) 83-99].
J. Comput. Appl. Math., 2015

Explicit Parallel-in-time Integration of a Linear Acoustic-Advection System.
CoRR, 2015

Parareal convergence for 2D unsteady flow around a cylinder.
CoRR, 2015

Time parallel gravitational collapse simulation.
CoRR, 2015

Numerical simulation of skin transport using Parareal.
Comput. Vis. Sci., 2015

A stencil-based implementation of Parareal in the C++ domain specific embedded language STELLA.
Appl. Math. Comput., 2015

Vestige: A visualization framework for engineering geometry-related software.
Proceedings of the 3rd IEEE Working Conference on Software Visualization, 2015

A Parallel Multigrid Solver for Time-Periodic Incompressible Navier-Stokes Equations in 3D.
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2015, 2015

Evaluation of Different Statistical Shape Models for Segmentation of the Left Ventricular Endocardium from Magnetic Resonance Images.
Proceedings of the Computing in Cardiology, 2015

2014
Design and Analysis of a Lightweight Parallel Adaptive Scheme for the Solution of the Monodomain Equation.
SIAM J. Sci. Comput., 2014

A coarse space for heterogeneous Helmholtz problems based on the Dirichlet-to-Neumann operator.
J. Comput. Appl. Math., 2014

Numerical investigations of the role of curvature in strong segregation problems on a given surface.
Appl. Math. Comput., 2014

2013
Numerical Study of the Almost Nested Case in a Multilevel Method Based on Non-nested Meshes.
Proceedings of the Domain Decomposition Methods in Science and Engineering XX, 2013

Monotone Multigrid Methods Based on Parametric Finite Elements.
Proceedings of the Domain Decomposition Methods in Science and Engineering XX, 2013

A space-time parallel solver for the three-dimensional heat equation.
Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

Adaptive Numerical Simulation of Dynamic Contact Problems.
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2013, 2013

Convergence of Parareal for the Navier-Stokes Equations Depending on the Reynolds Number.
Proceedings of the Numerical Mathematics and Advanced Applications - ENUMATH 2013, 2013

Evaluation of the Relation Between Changes in R-waveAmplitude and LV Mass and Dimensions in a Model of "Reversed Hypertrophy".
Proceedings of the Computing in Cardiology, 2013

2012
One- and two-level Schwarz methods for variational inequalities of the second kind and their application to frictional contact.
Numerische Mathematik, 2012

A massively parallel, multi-disciplinary Barnes-Hut tree code for extreme-scale N-body simulations.
Comput. Phys. Commun., 2012

A massively space-time parallel N-body solver.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

Parallel-in-Space-and-Time Simulation of the Three-Dimensional, Unsteady Navier-Stokes Equations for Incompressible Flow.
Proceedings of the Modeling, Simulation and Optimization of Complex Processes, 2012

2011
Coupling Molecular Dynamics and Continua with Weak Constraints.
Multiscale Model. Simul., 2011

Poster: hybrid parallelization of a realistic heart model.
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

Parallel remeshing in tree codes for vortex particle methods.
Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

Hybrid Parallelization of a Large-Scale Heart Model.
Proceedings of the Facing the Multicore - Challenge II, 2011

Parallel Scale-Transfer in Multiscale MD-FE Coupling Using Remote Memory Access.
Proceedings of the IEEE 7th International Conference on E-Science, 2011

2009
A Nonsmooth Multiscale Method for Solving Frictional Two-Body Contact Problems in 2D and 3D with Multigrid Efficiency.
SIAM J. Sci. Comput., 2009

On the Convergence of Recursive Trust-Region Methods for Multiscale Nonlinear Optimization and Applications to Nonlinear Mechanics.
SIAM J. Numer. Anal., 2009

2003
Monotone Multigrid Methods on Nonmatching Grids for Nonlinear Multibody Contact Problems.
SIAM J. Sci. Comput., 2003

2001
A Multigrid Method Based on the Unconstrained Product Space for Mortar Finite Element Discretizations.
SIAM J. Numer. Anal., 2001


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