Sebastian Krumscheid
Sebastian Krumscheid
Verified email at uq.rwth-aachen.de
Title
Cited by
Cited by
Year
Semiparametric drift and diffusion estimation for multiscale diffusions
S Krumscheid, GA Pavliotis, S Kalliadasis
Multiscale Modeling & Simulation 11 (2), 442-473, 2013
222013
Data-driven coarse graining in action: Modeling and prediction of complex systems
S Krumscheid, M Pradas, GA Pavliotis, S Kalliadasis
Physical Review E 92 (4), 042139, 2015
212015
Multilevel Monte Carlo approximation of functions
S Krumscheid, F Nobile
SIAM/ASA Journal on Uncertainty Quantification 6 (3), 1256-1293, 2018
172018
Novel series connection concept for thin film solar modules
S Haas, S Krumscheid, A Bauer, A Lambertz, U Rau
Progress in Photovoltaics: Research and Applications 21 (5), 972-979, 2013
172013
A new framework for extracting coarse-grained models from time series with multiscale structure
S Kalliadasis, S Krumscheid, GA Pavliotis
Journal of Computational Physics 296, 314-328, 2015
112015
Quantifying uncertain system outputs via the multilevel Monte Carlo method—Part I: Central moment estimation
M Pisaroni, S Krumscheid, F Nobile
Journal of Computational Physics, 109466, 2020
92020
Analysis of stochastic gradient methods for PDE-constrained optimal control problems with uncertain parameters
M Martin, S Krumscheid, F Nobile
Technical report, École Polytechnique MATHICSE Institute of Mathematics, 2018
62018
Central limit theorems for multilevel Monte Carlo methods
H Hoel, S Krumscheid
Journal of Complexity 54, 101407, 2019
52019
Quantifying uncertainties in contact mechanics of rough surfaces using the Multilevel Monte Carlo method
V Rey, S Krumscheid, F Nobile
International Journal of Engineering Science 138, 50-64, 2019
52019
Perturbation-based inference for diffusion processes: Obtaining effective models from multiscale data
S Krumscheid
Mathematical Models and Methods in Applied Sciences 28 (08), 1565-1597, 2018
4*2018
Quantifying uncertainties in contact mechanics of rough surfaces using the multilevel monte carlo method
V Rey, S Krumscheid, F Nobile
12017
MATHICSE Technical Report: Quantifying uncertain system outputs via the multilevel Monte Carlo method–Part I: Central moment estimation
M Pisaroni, S Krumscheid, F Nobile
MATHICSE, 2017
12017
Statistical and numerical methods for diffusion processes with multiple scales
S Krumscheid
Imperial College London, 2014
12014
Benchmark of fast Coulomb Solvers for open and periodic boundary conditions
S Krumscheid
Forschungszentrum Jülich GmbH, Jülich Supercomputing Centre, 2010
12010
Detecting regime transitions of the nocturnal and Polar near-surface temperature inversion
A Kaiser, D Faranda, S Krumscheid, D Belušić, N Vercauteren
Journal of the Atmospheric Sciences 77 (8), 2921-2940, 2020
2020
Detecting regime transitions of the nocturnal and Polar boundary layer
A Kaiser, D Faranda, S Krumscheid, D Belušić, N Vercauteren
arXiv preprint arXiv:1911.06533, 2019
2019
Plateau Proposal Distributions for Adaptive Component-wise Multiple-Try Metropolis
F Lau, S Krumscheid
arXiv preprint arXiv:1909.05201, 2019
2019
MATHICSE Technical Report: Quantifying uncertainties in contact mechanics of rough surfaces using the Multilevel Monte Carlo method
V Rey, S Krumscheid, F Nobile
MATHICSE, 2018
2018
MATHICSE Technical Report: Analysis of stochastic gradient methods for PDE-constrained optimal control problems with uncertain parameters
M Martin, S Krumscheid, F Nobile
MATHICSE, 2018
2018
MATHICSE Technical Report: Multilevel Monte Carlo approximation of functions
S Krumscheid, F Nobile
MATHICSE, 2017
2017
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