Rolf Krause

About Rolf Krause

Rolf Krause, With an exceptional h-index of 38 and a recent h-index of 26 (since 2020), a distinguished researcher at Università della Svizzera Italiana, specializes in the field of Numerical Solution of PDEs, Machine Learning, Multigrid/Domain Decomposition, Contact Problems, Computational Medicine.

His recent articles reflect a diverse array of research interests and contributions to the field:

Data-centric workloads with MPI_Sort

Enhancing Training of Physics-Informed Neural Networks Using Domain Decomposition–Based Preconditioning Strategies

Transformer-based spatial–temporal detection of apoptotic cell death in live-cell imaging

Integrating Multi-Preconditioned Conjugate Gradient with Additive Multigrid Strategy

Asymptotic spectral properties and preconditioning of an approximated nonlocal Helmholtz equation with Caputo fractional Laplacian and variable coefficient wave number $\mu$

Explicit stabilized multirate methods for the monodomain model in cardiac electrophysiology

Fast deep learning reconstruction techniques for preclinical magnetic resonance fingerprinting

A novel ionic model for matured and paced atrial–like hiPSC–CMs integrating IKur and IKCa currents

Rolf Krause Information

University

Position

Full Professor Chair of Computational Science Euler Institute Lugano

Citations(all)

4400

Citations(since 2020)

2354

Cited By

3301

hIndex(all)

38

hIndex(since 2020)

26

i10Index(all)

106

i10Index(since 2020)

74

Email

University Profile Page

Google Scholar

Rolf Krause Skills & Research Interests

Numerical Solution of PDEs

Machine Learning

Multigrid/Domain Decomposition

Contact Problems

Computational Medicine

Top articles of Rolf Krause

Data-centric workloads with MPI_Sort

Journal of Parallel and Distributed Computing

2024/5/1

Enhancing Training of Physics-Informed Neural Networks Using Domain Decomposition–Based Preconditioning Strategies

SIAM Journal on Scientific Computing

2024/4/11

Transformer-based spatial–temporal detection of apoptotic cell death in live-cell imaging

Elife

2024/3/18

Integrating Multi-Preconditioned Conjugate Gradient with Additive Multigrid Strategy

arXiv preprint arXiv:2402.12833

2024/2/20

Asymptotic spectral properties and preconditioning of an approximated nonlocal Helmholtz equation with Caputo fractional Laplacian and variable coefficient wave number $\mu$

arXiv preprint arXiv:2402.10569

2024/2/16

Rolf Krause
Rolf Krause

H-Index: 26

Explicit stabilized multirate methods for the monodomain model in cardiac electrophysiology

arXiv preprint arXiv:2401.01745

2024/1/3

Fast deep learning reconstruction techniques for preclinical magnetic resonance fingerprinting

NMR in Biomedicine

2024/1

A novel ionic model for matured and paced atrial–like hiPSC–CMs integrating IKur and IKCa currents

bioRxiv

2024

Boundary integral formulation of the cell-by-cell model of cardiac electrophysiology

Engineering Analysis with Boundary Elements

2024/1/1

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

Journal of Computational and Applied Mathematics

2024/7/1

An in silico Study of Cardiac hiPSC Electronic Maturation by Dynamic Clamp

2023/6/16

On the accuracy of eikonal approximations in cardiac electrophysiology in the presence of fibrosis

2023/6/16

Multigrid for the dual formulation of the frictionless Signorini problem

International journal for numerical methods in engineering

2023/5/30

Rolf Krause
Rolf Krause

H-Index: 26

A multi-level spectral deferred correction method

2023/5/16

Matthias Bolten
Matthias Bolten

H-Index: 14

Rolf Krause
Rolf Krause

H-Index: 26

Scalable matrix-free solver for 3D transfer of polarized radiation in stellar atmospheres

Journal of computational physics

2023/4/15

A dynamic clamping approach using in silico IK1 current for discrimination of chamber-specific hiPSC-derived cardiomyocytes

Communications Biology

2023/3/18

A multigrid preconditioner for jacobian-free newton–krylov methods

2023/3/16

Construction of Grid Operators for Multilevel Solvers: a Neural Network Approach

2023/3/16

Rolf Krause
Rolf Krause

H-Index: 26

Quantitative Analysis of Nonlinear Multifidelity Optimization for Inverse Electrophysiology

2023/3/16

Space-time multilevel quadrature methods and their application for cardiac electrophysiology

SIAM/ASA Journal on Uncertainty Quantification

2023/12/31

Helmut Harbrecht
Helmut Harbrecht

H-Index: 22

Rolf Krause
Rolf Krause

H-Index: 26

See List of Professors in Rolf Krause University(Università della Svizzera Italiana)

Co-Authors

academic-engine