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ORCIDAnton Savchenko
2020 – today
- 2025
[i3]Hendrik Alsmeier, Lukas Theiner, Anton Savchenko, Ali Mesbah, Rolf Findeisen:
Imitation Learning of MPC with Neural Networks: Error Guarantees and Sparsification. CoRR abs/2501.03671 (2025)- 2024
- [c9]Hendrik Alsmeier, Anton Savchenko, Rolf Findeisen:
Neural Horizon Model Predictive Control - Increasing Computational Efficiency with Neural Networks. ACC 2024: 1646-1651 - [c8]Hendrik Alsmeier, Lukas Theiner, Anton Savchenko, Ali Mesbah, Rolf Findeisen:
Imitation Learning of MPC with Neural Networks: Error Guarantees and Sparsification. CDC 2024: 4777-4782 - [i2]Hendrik Alsmeier, Anton Savchenko, Rolf Findeisen:
Neural Horizon Model Predictive Control - Increasing Computational Efficiency with Neural Networks. CoRR abs/2408.09781 (2024) - 2023
- [c7]Johannes Pohlodek, Hendrik Alsmeier
, Bruno Morabito, Christian Schlauch, Anton Savchenko, Rolf Findeisen:
Stochastic Model Predictive Control Utilizing Bayesian Neural Networks. ACC 2023: 603-608 - [i1]Johannes Pohlodek, Hendrik Alsmeier, Bruno Morabito, Christian Schlauch, Anton Savchenko, Rolf Findeisen:
Stochastic Model Predictive Control Utilizing Bayesian Neural Networks. CoRR abs/2303.14519 (2023) - 2021
- [c6]Tim Zieger, Anton Savchenko, Thimo Oehlschlägel, Rolf Findeisen:
One-Step Safe Neural Network Supported Control. ACC 2021: 514-519 - 2020
- [c5]Hoang Hai Nguyen, Janine Matschek, Tim Zieger, Anton Savchenko, Navid Noroozi, Rolf Findeisen:
Towards nominal stability certification of deep learning-based controllers. ACC 2020: 3886-3891 - [c4]Petar Andonov, Anton Savchenko, Philipp Rumschinski, Thomas Trenner, Jörg Neidig, Rolf Findeisen:
Monitoring and verification of event-driven transportation systems in discrete manufacturing. CCTA 2020: 1-7
2010 – 2019
- 2019
- [c3]Petar Andonov, Anton Savchenko, Rolf Findeisen:
Controller Parametrization for Offset-free Control Using Set-Based Feasibility Methods. ACC 2019: 2795-2800 - 2018
- [c2]Petar Andonov, Bruno Morabito, Anton Savchenko, Rolf Findeisen:
Admissible Control Parametrization of Uncertain Finite-time Processes With Application to Li-ion Battery Management. ECC 2018: 2338-2343 - 2012
- [j2]Stefan Streif, Anton Savchenko, Philipp Rumschinski, Steffen Borchers, Rolf Findeisen:
ADMIT: a toolbox for guaranteed model invalidation, estimation and qualitative-quantitative modeling. Bioinform. 28(9): 1290-1291 (2012) - [j1]Andrii Salnikov, Oleksandr O. Sudakov, Roman Levchenko, Ievgen A. Sliusar, Anton Savchenko:
Interactive Environment for Massive Neuroscience simulations in Grid. Int. J. Comput. 11(4): 367-374 (2012) - 2010
- [c1]Solvey Maldonado, Anton Savchenko, Rolf Findeisen:
Therapy Discrimination via Global Sensitivity Analysis of Force-induced Bone Growth and Adaptation. CCA 2010: 499-505
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