Tim Breitenbach
Orcid: 0000-0003-4615-1915
According to our database1,
Tim Breitenbach authored at least 10 papers
between 2019 and 2025.
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Bibliography
2025
Towards Measuring Predictability: To which extent data-driven approaches can extract deterministic relations from data exemplified with time series prediction and classification.
Trans. Mach. Learn. Res., 2025
Adaptive sampling methods facilitate the determination of reliable dataset sizes for evidence-based modeling.
Frontiers Bioinform., 2025
2024
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., March, 2024
2023
On a method for detecting periods and repeating patterns in time series data with autocorrelation and function approximation.
Pattern Recognit., June, 2023
2022
On the SQH method for solving optimal control problems with non-smooth state cost functionals or constraints.
J. Comput. Appl. Math., 2022
Optimization of synthetic molecular reporters for a mesenchymal glioblastoma transcriptional program by integer programing.
Bioinform., 2022
2020
A sequential quadratic Hamiltonian scheme for solving non-smooth quantum control problems with sparsity.
J. Comput. Appl. Math., 2020
Comput. Optim. Appl., 2020
2019
Analyzing pharmacological intervention points: A method to calculate external stimuli to switch between steady states in regulatory networks.
PLoS Comput. Biol., 2019