Scholar
Rolf Krause
Google Scholar ID: aXLCx4wAAAAJ
Full Professor, KAUST
Numerical Solution of PDEs
Machine Learning
Multigrid/Domain Decomposition
Contact Problems
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Citations & Impact
All-time
Citations
2,890
H-index
27
i10-index
94
Publications
20
Co-authors
55
list available
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Publications
9 items
A Non-Monotone Preconditioned Trust-Region Method for Neural Network Training
2026
Cited
0
Protect the Brain When Treating the Heart: A Convolutional Neural Network for Detecting Emboli
2026
Cited
0
Cell Behavior Video Classification Challenge, a benchmark for computer vision methods in time-lapse microscopy
2026
Cited
0
Multi-Preconditioned LBFGS for Training Finite-Basis PINNs
2026
Cited
0
Layer-Parallel Training for Transformers
2026
Cited
0
Adaptive Multidimensional Quadrature on Multi-GPU Systems
2025
Cited
0
Trust-Region Methods with Low-Fidelity Objective Models
2025
Cited
0
Ensured Energy: A simulation game to elicit preferences around Swiss energy transition pathways
2025
Cited
0
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Resume (English only)
Co-authors
55 total
Co-author 1
Simone Pezzuto
Università degli Studi di Trento
Co-author 3
Co-author 4
Daniel Ruprecht
Hamburg University of Technology
Co-author 6
Alena Kopaničáková
Toulouse INP, IRIT, ANITI
Robert Speck
Jülich Supercomputing Centre, Forschungszentrum Jülich
