Anton Savchenko

According to our database, Anton Savchenko authored at least 10 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Neural Horizon Model Predictive Control - Increasing Computational Efficiency with Neural Networks.

Hendrik Alsmeier, Anton Savchenko, Rolf Findeisen

Proceedings of the American Control Conference, 2024

2023

Stochastic Model Predictive Control Utilizing Bayesian Neural Networks.

Johannes Pohlodek, Hendrik Alsmeier, Bruno Morabito, Christian Schlauch, Anton Savchenko, Rolf Findeisen

Proceedings of the American Control Conference, 2023

2021

One-Step Safe Neural Network Supported Control.

Tim Zieger, Anton Savchenko, Thimo Oehlschlägel, Rolf Findeisen

Proceedings of the 2021 American Control Conference, 2021

2020

Monitoring and verification of event-driven transportation systems in discrete manufacturing.

Petar Andonov, Anton Savchenko, Philipp Rumschinski, Thomas Trenner, Jörg Neidig, Rolf Findeisen

Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

Towards nominal stability certification of deep learning-based controllers.

Hoang Hai Nguyen, Janine Matschek, Tim Zieger, Anton Savchenko, Navid Noroozi, Rolf Findeisen

Proceedings of the 2020 American Control Conference, 2020

2019

Controller Parametrization for Offset-free Control Using Set-Based Feasibility Methods.

Petar Andonov, Anton Savchenko, Rolf Findeisen

Proceedings of the 2019 American Control Conference, 2019

2018

Admissible Control Parametrization of Uncertain Finite-time Processes With Application to Li-ion Battery Management.

Petar Andonov, Bruno Morabito, Anton Savchenko, Rolf Findeisen

Proceedings of the 16th European Control Conference, 2018

2012

Interactive Environment for Massive Neuroscience simulations in Grid.

Andrii Salnikov, Oleksandr O. Sudakov, Roman Levchenko, Ievgen A. Sliusar, Anton Savchenko

Int. J. Comput., 2012

ADMIT: a toolbox for guaranteed model invalidation, estimation and qualitative-quantitative modeling.

Stefan Streif, Anton Savchenko, Philipp Rumschinski, Steffen Borchers, Rolf Findeisen

Bioinform., 2012

2010

Therapy Discrimination via Global Sensitivity Analysis of Force-induced Bone Growth and Adaptation.

Solvey Maldonado, Anton Savchenko, Rolf Findeisen

Proceedings of the IEEE International Conference on Control Applications, 2010