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Bernard Bäker
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2020 – today
- 2023
- [c15]Till Fuchs, Matthias Zinser, Kevin Renatus, Bernard Bäker:
Automotive Digital Twins: A Traversal Algorithm for Virtual Testing of Software over-the-air Updates. ICM 2023: 1-6 - 2021
- [j6]Maximilian Helbing, Stephan Uebel, Conny Matthes, Bernard Bäker:
Comparative Case Study of a Metamodel-Based Electric Vehicle Powertrain Design. IEEE Access 9: 160823-160835 (2021) - [c14]Jan Dohmen, Roman Liessner, Christoph Friebel, Bernard Bäker:
LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control. ICAART (2) 2021: 1030-1037 - [c13]Adrian Prochaska, Julien Pillas, Bernard Bäker:
Active Output Selection Strategies for Multiple Learning Regression Models. ICPRAM 2021: 150-157 - [i4]Adrian Prochaska, Julien Pillas, Bernard Bäker:
Improved active output selection strategy for noisy environments. CoRR abs/2101.03499 (2021) - 2020
- [i3]Adrian Prochaska, Julien Pillas, Bernard Bäker:
Active Output Selection Strategies for Multiple Learning Regression Models. CoRR abs/2011.14307 (2020) - [i2]Philipp Gesner, Christian Gletter, Florian Landenberger, Frank Kirschbaum, Lutz Morawietz, Bernard Bäker:
Space-Filling Subset Selection for an Electric Battery Model. CoRR abs/2012.03541 (2020) - [i1]Philipp Gesner, Frank Kirschbaum, Richard Jakobi, Bernard Bäker:
Robust Data-Driven Error Compensation for a Battery Model. CoRR abs/2012.15686 (2020)
2010 – 2019
- 2019
- [j5]Stephan Uebel, Nikolce Murgovski, Bernard Bäker, Jonas Sjöberg:
A Two-Level MPC for Energy Management Including Velocity Control of Hybrid Electric Vehicles. IEEE Trans. Veh. Technol. 68(6): 5494-5505 (2019) - [c12]Roman Liessner, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker:
Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy Management. ICAART (2) 2019: 134-144 - [c11]Peter Wolf, Alvin Chin, Bernard Bäker:
Unsupervised Data-Driven Automotive Diagnostics with Improved Deep Temporal Clustering. VTC Fall 2019: 1-6 - 2018
- [j4]Stefan Sautermeister, Max Falk, Bernard Bäker, Frank Gauterin, Moritz Vaillant:
Influence of Measurement and Prediction Uncertainties on Range Estimation for Electric Vehicles. IEEE Trans. Intell. Transp. Syst. 19(8): 2615-2626 (2018) - [j3]Stephan Uebel, Nikolce Murgovski, Conny Tempelhahn, Bernard Bäker:
Optimal Energy Management and Velocity Control of Hybrid Electric Vehicles. IEEE Trans. Veh. Technol. 67(1): 327-337 (2018) - [c10]Roman Liessner, Christian Schroer, Ansgar Malte Dietermann, Bernard Bäker:
Deep Reinforcement Learning for Advanced Energy Management of Hybrid Electric Vehicles. ICAART (2) 2018: 61-72 - [c9]Roman Liessner, Ansgar Malte Dietermann, Bernard Bäker:
Safe Deep Reinforcement Learning Hybrid Electric Vehicle Energy Management. ICAART (Revised Selected Papers) 2018: 161-181 - [c8]Peter Wolf, Artur Mrowca, Tam Thanh Nguyen, Bernard Bäker, Stephan Günnemann:
Pre-ignition Detection Using Deep Neural Networks: A Step Towards Data-driven Automotive Diagnostics. ITSC 2018: 176-183 - 2017
- [c7]Stephan Uebel, Nikolce Murgovski, Conny Tempelhahn, Bernard Bäker:
Computationally efficient velocity and power split control of hybrid electric vehicles. CCTA 2017: 1619-1624 - [c6]Roman Liessner, Robert Fechert, Bernard Bäker:
Derivation of Real Driving Emission Cycles based on Real-world Driving Data - Using Markov Models and Threshold Accepting. VEHITS 2017: 188-195 - 2015
- [c5]Anja Liebscher, Mario Krumnow, Jürgen Krimmling, Falk Hanisch, Bernard Bäker:
Energy-efficient routing strategies based on real-time data of a local traffic management center. MT-ITS 2015: 74-80 - [c4]Mario Krumnow, Anja Liebscher, Jürgen Krimmling, Torsten Schubert, Bernard Bäker:
Microscopic real-time traffic simulations to support advanced driver assistance systems. MT-ITS 2015: 116-120 - 2014
- [j2]Stephan Uebel, Conny Tempelhahn, Mike Liebers, Steffen Kutter, Bernard Bäker:
Anwendung der Variationsrechnung für Steuerungsaufgaben im Kraftfahrzeug. Autom. 62(4): 249-259 (2014) - 2013
- [c3]Peter Loepelmann, Bernard Bäker:
High-gain feedback stability of a nonlinear drivetrain system. ECC 2013: 908-913 - 2011
- [j1]Benno Schweiger, Christian Raubitschek, Bernard Bäker, Johann H. Schlichter:
ElisaTM - Car to infrastructure communication in the field. Comput. Networks 55(14): 3169-3178 (2011) - [c2]Philipp Schuricht, Oliver Michler, Bernard Bäker:
Efficiency-increasing driver assistance at signalized intersections using predictive traffic state estimation. ITSC 2011: 347-352
2000 – 2009
- 2003
- [c1]Matthew L. Schwall, J. Christian Gerdes, Bernard Bäker, Thomas M. Forchert:
A Probabilistic Vehicle Diagnostic System Using Multiple Models. IAAI 2003: 123-128
Coauthor Index
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