Stefan Güttel
Manchester University
H-index: 26
North America-United States
Top articles of Stefan Güttel
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Fast and explainable clustering based on sorting | Pattern Recognition | Xinye Chen Stefan Güttel | 2024/2/16 |
fABBA: A Python library for the fast symbolic approximation of time series | Journal of Open Source Software | Xinye Chen Stefan Güttel | 2024/3/30 |
A sketch-and-select Arnoldi process | arXiv preprint arXiv:2306.03592 | Stefan Güttel Igor Simunec | 2023/6/6 |
Randomized sketching for Krylov approximations of large-scale matrix functions | SIAM Journal on Matrix Analysis and Applications | Stefan Güttel Marcel Schweitzer | 2023/9/30 |
An efficient aggregation method for the symbolic representation of temporal data | ACM Transactions on Knowledge Discovery from Data | Xinye Chen Stefan Güttel | 2023/2/20 |
Krylov subspace recycling with randomized sketching for matrix functions | arXiv preprint arXiv:2308.02290 | Liam Burke Stefan Güttel | 2023/8/4 |
A comparison of LSTM and GRU networks for learning symbolic sequences | Roberto Cahuantzi Xinye Chen Stefan Güttel | 2023/7/13 | |
GMRES with randomized sketching and deflated restarting | arXiv preprint arXiv:2311.14206 | Liam Burke Stefan Güttel Kirk M Soodhalter | 2023/11/23 |
Model order reduction of layered waveguides via rational Krylov fitting | BIT Numerical Mathematics | Vladimir Druskin Stefan Güttel Leonid Knizhnerman | 2022/12 |
Calculating elements of matrix functions using divided differences | Computer Physics Communications | Lev Barash Stefan Güttel Itay Hen | 2022/2/1 |
Randomized sketching of nonlinear eigenvalue problems | arXiv preprint arXiv:2211.12175 | Stefan Güttel Daniel Kressner Bart Vandereycken | 2022/11/22 |
Robust rational approximations of nonlinear eigenvalue problems | SIAM Journal on Scientific Computing | Stefan Güttel Gian Maria Negri Porzio Francoise Tisseur | 2022 |
Fast and exact fixed-radius neighbor search based on sorting | arXiv preprint arXiv:2212.07679 | Xinye Chen Stefan Güttel | 2022/12 |
A spectral-in-time Newton–Krylov method for nonlinear PDE-constrained optimization | IMA Journal of Numerical Analysis | Stefan Güttel John W Pearson | 2022/4 |
A comparison of limited-memory Krylov methods for Stieltjes functions of Hermitian matrices | SIAM Journal on Matrix Analysis and Applications | Stefan Güttel Marcel Schweitzer | 2021 |
A fast sorting-based aggregation method for symbolic time series representation | Xinye Chen Stefan Güttel | 2021/12/7 | |
Machine Learning-Based Soft Sensors for Vacuum Distillation Unit | arXiv preprint arXiv:2111.11251 | Kamil Oster Stefan Güttel Lu Chen Jonathan L Shapiro Megan Jobson | 2021/11/19 |
A Hamiltonian decomposition for fast interior-point solvers in model predictive control | Automatica | Eduardo Poupard William Paul Heath Stefan Güttel | 2021/11/1 |
Pre-treatment of outliers and anomalies in plant data: Methodology and case study of a vacuum distillation unit | arXiv preprint arXiv:2106.14641 | Kamil Oster Stefan Güttel Jonathan L Shapiro Lu Chen Megan Jobson | 2021/6/17 |
Algorithms for the rational approximation of matrix-valued functions | SIAM Journal on Scientific Computing | Ion Victor Gosea Stefan Güttel | 2021/1/1 |
Co-Authors
