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Anton Savchenko
ORCID
Publication Activity (10 Years)
Years Active: 2010-2023
Publications (10 Years): 7
Top Topics
Transportation Systems
Neural Network
Event Streams
Deep Learning
Top Venues
ACC
CoRR
CCTA
ECC
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Publications
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Johannes Pohlodek
,
H. Alsmeier
,
Bruno Morabito
,
Christian Schlauch
,
Anton Savchenko
,
Rolf Findeisen
Stochastic Model Predictive Control Utilizing Bayesian Neural Networks.
CoRR
(2023)
Johannes Pohlodek
,
H. Alsmeier
,
Bruno Morabito
,
Christian Schlauch
,
Anton Savchenko
,
Rolf Findeisen
Stochastic Model Predictive Control Utilizing Bayesian Neural Networks.
ACC
(2023)
Tim Zieger
,
Anton Savchenko
,
Thimo Oehlschlägel
,
Rolf Findeisen
One-Step Safe Neural Network Supported Control.
ACC
(2021)
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)
Hoang Hai Nguyen
,
Janine Matschek
,
Tim Zieger
,
Anton Savchenko
,
Navid Noroozi
,
Rolf Findeisen
Towards nominal stability certification of deep learning-based controllers.
ACC
(2020)
Petar Andonov
,
Anton Savchenko
,
Rolf Findeisen
Controller Parametrization for Offset-free Control Using Set-Based Feasibility Methods.
ACC
(2019)
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)
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) (2012)
Solvey Maldonado
,
Anton Savchenko
,
Rolf Findeisen
Therapy Discrimination via Global Sensitivity Analysis of Force-induced Bone Growth and Adaptation.
CCA
(2010)