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Nr. Titel Autor Jahr
1 Additive Kernel Methods with Fourier Acceleration Wagner, Theresa 2025
2 Matrix functions in multiplex network analysis Bergermann, Kai 2025
3 A nonlinear spectral core-periphery detection method for multiplex networks Bergermann, Kai et al. 2024
4 Adaptive Rational Krylov Methods for Exponential Runge?Kutta Integrators Bergermann, Kai* et al. 2024
5 Fast Evaluation of Additive Kernels: Feature Arrangement, Fourier Methods, and Kernel Derivatives Nestler, Franziska* et al. 2024
6 Second-Order Partial Outer Convexification for Switched Dynamical Systems Plate, Christoph et al. 2024
7 Uncertainty propagation of initial conditions in thermal models Bünger, Alexandra et al. 2024
8 Efficient Structure-preserving Support Tensor Train Machine Kour, Kirandeep et al. 2023
9 Gibbs-Helmholtz graph neural network: capturing the temperature dependency of activity coefficients at infinite dilution Sanchez Medina, Edgar Ivan et al. 2023
10 Preconditioning for a Phase-Field Model with Application to Morphology Evolution in Organic Semiconductors Bergermann, Kai* et al. 2023
11 Towards knowledge-enhanced process models for semiconductor fabrication Rothe, Tom et al. 2023
12 Accelerating Kernel Ridge Regression with Conjugate Gradient Method for large-scale data using FPGA High-level Synthesis Alnaser, Yousef et al. 2022
13 An Empirical Study of Graph-Based Approaches for Semi-supervised Time Series Classification Bünger, Dominik et al. 2022
14 An improved penalty algorithm using model order reduction for MIPDECO problems with partial observations Garmatter, Dominik et al. 2022
15 Fast computation of matrix function-based centrality measures for layer-coupled multiplex networks Bergermann, Kai* et al. 2022
16 Graph neural networks for the prediction of infinite dilution activity coefficients Sanchez Medina, Edgar Ivan et al. 2022
17 Learning in High-Dimensional Feature Spaces Using ANOVA-Based Fast Matrix-Vector Multiplication Nestler, Franziska et al. 2022
18 Preconditioning for a Phase-Field Model with Application to Morphology Evolution in Organic Semiconductors Bergermann, Kai et al. 2022
19 A Low-Rank Matrix Equation Method for Solving PDE-Constrained Optimization Problems Bünger, Alexandra et al. 2021
20 Editorial: Mathematical Fundamentals of Machine Learning Glickenstein, David et al. 2021
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