Tim Breitenbach

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Repeating Patterns

Regulatory Networks

Function Approximation

Control Problems

Top Venues

J. Comput. Appl. Math.

Pattern Recognit.

J. Comput. Sci.

Publications

Tim Breitenbach, Shrikanth Malavalli Divakar, Lauritz Rasbach, Patrick Jahnke
ML-driven risk estimation for memory failure in a data center environment with convolutional neural networks, self-supervised data labeling and distribution-based model drift determination. J. Parallel Distributed Comput. 185 (2024)
Tim Breitenbach, Bartosz Wilkusz, Lauritz Rasbach, Patrick Jahnke
On a method for detecting periods and repeating patterns in time series data with autocorrelation and function approximation. Pattern Recognit. 138 (2023)
Tim Breitenbach, Lauritz Rasbach, Chunguang Liang, Patrick Jahnke
A principal feature analysis. J. Comput. Sci. 58 (2022)
Tim Breitenbach
On the SQH method for solving optimal control problems with non-smooth state cost functionals or constraints. J. Comput. Appl. Math. 415 (2022)
Tim Breitenbach, Matthias Jürgen Schmitt, Thomas Dandekar
Optimization of synthetic molecular reporters for a mesenchymal glioblastoma transcriptional program by integer programing. Bioinform. 38 (17) (2022)
Tim Breitenbach, Alfio Borzì
The Pontryagin maximum principle for solving Fokker-Planck optimal control problems. Comput. Optim. Appl. 76 (2) (2020)
Tim Breitenbach, Alfio Borzì
A sequential quadratic Hamiltonian scheme for solving non-smooth quantum control problems with sparsity. J. Comput. Appl. Math. 369 (2020)
Tim Breitenbach, Chunguang Liang, Niklas Beyersdorf, Thomas Dandekar
Analyzing pharmacological intervention points: A method to calculate external stimuli to switch between steady states in regulatory networks. PLoS Comput. Biol. 15 (7) (2019)