Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM

Profil Michael Burger

Schwerpunkte/Kompetenzen

  • Systemsimulation
  • Optimale Steuerung
  • Lastdatenanalyse
  • Maschinelles Lernen

 

Publikationen

Highlightpublikationen

  • Balzer, M.; Burger, M.; Däuwel, T.; Ekevid, T.; Steidel, S.; Weber, D.:
    Coupling DEM Particles to MBS Wheel Loader via Co-Simulation.
    Proceedings of the 4th Commercial Vehicle Technology Symposium (CVT 2016), 479-488, (2016).
  • Burger, M.; Schneider, F.; Steidel, S.:
    Coupled simulation in vehicle engineering.
    PAMMProc. Appl. Math. Mech., Vol. 16 (1), 493–494, (2016).
  • Schneider, F.; Burger, M.; Linn, J.:
    Efficient and robust co-simulation of geometrically exact Cosserat rod model and multibody system.
    Book of Abstracts, pp. 444, (2016).

Fraunhofer-Publica

Sammlung der Publikationen von Michael Burger in der Fraunhofer-Publica

Jahr
Year		Titel/Autor:in
Title/Author		Publikationstyp
Publication Type
2021 A Reinforcement Learning Approach for Traffic Control
Baumgart, Urs; Burger, Michael		 Konferenzbeitrag
2021 Datenanalyse, statistische Methoden und Ensemble-Postprocessing zur Entscheidungsunterstützung bei der Feldbearbeitung
Fiedler, J.; Burger, M.		 Konferenzbeitrag
2021 Load assumption process for durability design using new data sources and data analytics
Burger, Michael; Dreßler, Klaus; Speckert, Michael		 Zeitschriftenaufsatz
2020 New Data Sources and Data Analytics Methods for Durability Engineering
Burger, M.; Dreßler, K.; Speckert, M.		 Konferenzbeitrag
2020 A projected primal-dual gradient optimal control method for deep reinforcement learning
Gottschalk, S.; Burger, M.; Gerdts, M.		 Zeitschriftenaufsatz
2020 Efficient Particle Simulation Using a Two-Phase DEM-Lookup Approach
Jahnke, J.; Steidel, S.; Burger, M.; Simeon, B.		 Konferenzbeitrag
2020 A Grey Box Model Approach for the Prediction of Tire Energy Loss
Burger, M.; Steidel, S.		 Konferenzbeitrag
2019 Local Extrapolation and Linear-Implicit Stabilization in a Parallel Coupling Scheme
Burger, M.; Steidel, S.		 Konferenzbeitrag
2019 Reinforcement Learning Applied to a Human Arm Model
Burger, M.; Gottschalk, S.; Roller, M.		 Konferenzbeitrag
2019 Parameter identification for soil simulation based on the discrete elemente method and application to small scale shallow penetration tests
Jahnke, J.; Steidel, S.; Burger, M.; Papamichael, S.; Becker, A.; Vrettos, C.		 Konferenzbeitrag
2019 Constraint coupling for flexible multibody systems: Stabilization by modified spatial discretization
Schneider, F.; Burger, M.		 Konferenzbeitrag
2019 Datenbasierte Schätzung beanspruchungsrelevanter Fahrzeuggrößen
Burger, M.; Speckert, M.; Dreßler, K.		 Konferenzbeitrag
2019 Reinforcement Learning in Order to Control Biomechanical Models
Gottschalk, S.; Burger, M.		 Konferenzbeitrag
2019 DAE Aspects in Vehicle Dynamics and Mobile Robotics
Burger, M.; Gerdts, M.		 Aufsatz in Buch
2019 Soil Modeling with a DEM Lookup approach
Jahnke, J.; Steidel, S.; Burger, M.		 Zeitschriftenaufsatz
2019 Differences and similarities between reinforcement learning and the classical optimal control framework
Gottschalk, S.; Burger, M.		 Zeitschriftenaufsatz
2019 Derivation of second order traffic flow models with time delays
Burger, M.; Göttlich, S.; Jung, T.		 Zeitschriftenaufsatz
2018 Multiphysics simulation of construction equipment - coupling material, machine and power source
Burger, M.; Carlqvist, C.; Ekevid, T.; Steidel, S.; Weber, Dietmar		 Konferenzbeitrag
2018 Ableitung von feldrelevanten Lastkollektiven mittels Stochastischer Verkehrssimulation
Sandmann, K.; Leyendecker, T.; Burger, M.; Speckert, M.		 Konferenzbeitrag
2018 Nutzungsspezifische Vorhersage von Beanspruchung und Energieverbrauch
Burger, M.; Speckert, M.; Dreßler, K.		 Konferenzbeitrag
2018 Derivation of a first order traffic flow model of Lighthill-Whitham-Richards type
Burger, M.; Göttlich, S.; Jung, T.		 Zeitschriftenaufsatz
2018 Model-based identification of road profiles and road roughness indicators using vehicle measurements
Burger, M.; Speckert, M.; Müller, R.; Weiberle, D.		 Konferenzbeitrag
2017 Co-simulation in the vehicle development process
Steidel, S.; Burger, M.		 Konferenzbeitrag
2017 A survey on numerical methods for the simulation of initial value problems with sDAEs
Burger, M.; Gerdts, M.		 Aufsatz in Buch
2017 Coupling a DEM material model to multibody construction equipment
Burger, M.; Dreßler, K.; Ekevid, T.; Steidel, S.; Weber, D.		 Konferenzbeitrag
2017 A new approach for force-displacement co-simulation using kinematic coupling constraints
Schneider, Fabio; Burger, M.; Arnold, M.; Simeon, B.		 Zeitschriftenaufsatz
2016 Dynamic programming approach for discrete-valued time discrete optimal control problems with Dwell time constraints
Burger, Michael; Gerdts, Matthias; Göttlich, Simone; Herty, Michael		 Konferenzbeitrag
2016 Coupled simulation in vehicle engineering
Burger, M.; Schneider, Fabio; Steidel, S.		 Zeitschriftenaufsatz
2016 Coupling DEM particles to MBS wheel loader via co-simulation
Balzer, M.; Burger, M.; Däuwel, T.; Ekevid, T.; Steidel, S.; Weber, D.		 Konferenzbeitrag
2015 A general approach for efficient embedding of flexible structures in multibody dynamics
Schneider, Fabio; Burger, Michael; Simeon, Bernd		 Konferenzbeitrag
2014 An advanced flexible realtime tire model and its integration into fraunhofer's driving simulator
Gallrein, A.; Baecker, M.; Burger, M.; Gizatullin, A.		 Bericht
2014 On Rosenbrock methods for the time integration of nearly incompressible materials and their usage for nonlinear model reduction
Becker, U.; Simeon, B.; Burger, M.		 Zeitschriftenaufsatz
2014 Calculating road input data for vehicle simulation
Burger, M.		 Zeitschriftenaufsatz
2013 Integration eines detaillierten, flexiblen Reifenmodells in den Fraunhofer Fahrsimulator
Burger, M.; Bäcker, M.; Gallrein, A.; Kleer, M.		 Konferenzbeitrag
2012 Applications for MBS-FEM coupling with MpCCI using automotive simulation as example
Bayrasy, P.; Burger, M.; Dehning, C.; Kalmykov, I.; Speckert, M.		 Konferenzbeitrag
2011 Optimal Control of Dynamical Systems: Calculating Input Data for Multibody System Simulation
Burger, M.		 Dissertation
2011 Invariant input loads for full vehicle multibody system simulation
Burger, M.; Dreßler, K.; Speckert, M.		 Bericht
2010 Optimal control of multibody systems for the calculation of invariant input loads
Burger, M.; Speckert, M.; Dreßler, K.		 Konferenzbeitrag
2010 Optimal control methods for the calculation of invariant excitation signals for multibody systems
Burger, M.; Speckert, M.; Dreßler, K.		 Bericht
2010 Real-time simulation of multibody-systems for on-board applications
Engelhardt, L.; Burger, M.; Bitsch, G.		 Bericht
2009 Calculating invariant loads for system simulation in vehicle engineering
Burger, M.; Dreßler, K.; Marquardt, A.; Speckert, M.		 Bericht
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica