Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
2024 |
Data Analytics, Artificial Intelligence, and Machine Learning in Mobility and Vehicle Engineering
Burger, Michael |
Aufsatz in Buch Book Article
|
2024 |
KI-basierte Ermittlung der mechanischen Beanspruchung am Hochvoltspeicher
Burger, Michael; Beckmann, Simon; Chéreau, Sylvain; Bilger, Felix; Meckl, Daniel |
Konferenzbeitrag Conference Paper
|
2024 |
Cloud-Based Identification of Dynamic Trailer States
Burger, Michael; Holfeld, Vicky; Steidel, Stefan; Bartolozzi, Riccardo; Möller, Riccardo; Brand, André; Weßel, Simon; Kobler, Jan-Philipp |
Konferenzbeitrag Conference Paper
|
2024 |
AI-Based Surrogate Modeling for Highly Efficient Soil-Tool Simulation
Emmerich, Sebastian; Baumgart, Urs; Beckmann, Simon; Steidel, Stefan; Burger, Michael |
Konferenzbeitrag Conference Paper
|
2024 |
Gaussian Process Regression for the Prediction of Cable Bundle Characteristics
Burger, Lilli; Dörlich, Vanessa; Burger, Michael |
Aufsatz in Buch Book Article
|
2024 |
Multiskalen-Generierung von virtuellen Szenen und Szenarien zur Entwicklung, Erprobung und Validierung von Funktionen für autonome Fahrzeuge
Rothmann, Tim; Schwank, Johannes; Frank, Jürgen; Burger, Michael |
Konferenzbeitrag Conference Paper
|
2024 |
Vehicle activity recognition using machine data
Burger, Michael; Fiedler, Jochen; Jansen, Martin; Kickertz, Jessica; Kleeberg, Veit; Philippi, Alina |
Konferenzbeitrag Conference Paper
|
2024 |
A Gauss-Newton Method for ODE Optimal Tracking Control
Holfeld, Vicky; Burger, Michael; Schillings, Claudia |
Paper
|
2023 |
Potentials in the Field of Mobility by Mathematical Methods of AI
Schöbel, Anita; Stephani, Henrike; Burger, Michael |
Aufsatz in Buch Book Article
|
2023 |
Hybrid Optimal Traffic Control: Combining Model-Based and Data-Driven Approaches
Baumgart, Urs; Burger, Michael |
Konferenzbeitrag Conference Paper
|
2023 |
Lasttransfer für Traktorvarianten
Wilde, K; Weiß, Marc-Pierre; Schlotterbeck, Maxim; Jung, Thomas; Burger, Michael |
Konferenzbeitrag Conference Paper
|
2023 |
Nonlinear Optimal Control of Traffic Flow with Stability Guarantees
Baumgart, Urs; Moreno-Mora, Francisco; Beckenbach, Lukas; Burger, Michael; Streif, Stefan |
Zeitschriftenaufsatz Journal Article
|
2022 |
Daten, Künstliche Intelligenz und Maschinelles Lernen in der Fahrzeugentwicklung
Burger, Michael |
Zeitschriftenaufsatz Journal Article
|
2022 |
Optimal Control of Traffic Flow Based on Reinforcement Learning
Baumgart, Urs; Burger, Michael |
Konferenzbeitrag Conference Paper
|
2022 |
Online-Identifikation von Straßenrauigkeiten am LKW-Trailer für sicheres autonomes Fahren
Kobler, Jan-Philipp; Brand, André; Weßel, Simon; Jung, Thomas; Steidel, Stefan; Burger, Michael |
Konferenzbeitrag Conference Paper
|
2022 |
Efficient and Robust Parameter Identification for Soil modeled via the Discrete Element Method
Jahnke, Jonathan; Steidel, Stefan; Burger, Michael; Jareteg, Klas; Quist, Johannes |
Konferenzbeitrag Conference Paper
|
2022 |
Datenbasierte Schätzung von Kabelbündelsteifigkeiten mittels Gauß-Prozess-Regression
Burger, Lilli; Dörlich, Vanessa; Burger, Michael |
Konferenzbeitrag Conference Paper
|
2022 |
Echtzeitfähige Simulation der Bodenwechselwirkung für Baumaschinen
Jahnke, Jonathan; Steidel, Stefan; Burger, Michael; Emmerich, Sebastian |
Konferenzbeitrag Conference Paper
|
2022 |
Umgebungsdaten und Dynamische Verkehrsszenarien zur Effizienten Erprobung von Fahrzeug-Systemen
Burger, Michael; Jung, Thomas; Wu, Canhui; Rothmann, Tim |
Konferenzbeitrag Conference Paper
|
2022 |
Estimation of Cable Bundle Stiffness Based on Gaussian Process Regression
Burger, Lilli; Dörlich, Vanessa; Burger, Michael; Linn, Joachim; Schneider-Jung, Fabio Julian |
Konferenzbeitrag Conference Paper
|
2022 |
Modell- und Datenbasierte Lastdaten-Prädiktion und Kollektiv-Optimierung
Auer, Kazim; Scheffel, Wolfgang; Haug, Alexander; Burger, Lilli; Beckmann, Simon; Burger, Michael |
Konferenzbeitrag Conference Paper
|
2021 |
Datenanalyse, statistische Methoden und Ensemble-Postprocessing zur Entscheidungsunterstützung bei der Feldbearbeitung
Fiedler, J.; Burger, M. |
Konferenzbeitrag Conference Paper
|
2021 |
Load assumption process for durability design using new data sources and data analytics
Burger, Michael; Dreßler, Klaus; Speckert, Michael |
Zeitschriftenaufsatz Journal Article
|
2021 |
A Reinforcement Learning Approach for Traffic Control
Baumgart, Urs; Burger, Michael |
Konferenzbeitrag Conference Paper
|
2021 |
Potenziale im Bereich der Mobilität durch mathematische Methoden der KI
Schöbel, Anita; Stephani, Henrike; Burger, Michael |
Aufsatz in Buch Book Article
|
2020 |
A projected primal-dual gradient optimal control method for deep reinforcement learning
Gottschalk, S.; Burger, M.; Gerdts, M. |
Zeitschriftenaufsatz Journal Article
|
2020 |
Efficient Particle Simulation Using a Two-Phase DEM-Lookup Approach
Jahnke, J.; Steidel, S.; Burger, M.; Simeon, B. |
Konferenzbeitrag Conference Paper
|
2020 |
A Grey Box Model Approach for the Prediction of Tire Energy Loss
Burger, M.; Steidel, S. |
Konferenzbeitrag Conference Paper
|
2020 |
New Data Sources and Data Analytics Methods for Durability Engineering
Burger, M.; Dreßler, K.; Speckert, M. |
Konferenzbeitrag Conference Paper
|
2019 |
Reinforcement Learning in Order to Control Biomechanical Models
Gottschalk, S.; Burger, M. |
Konferenzbeitrag Conference Paper
|
2019 |
Constraint coupling for flexible multibody systems: Stabilization by modified spatial discretization
Schneider, F.; Burger, M. |
Konferenzbeitrag Conference Paper
|
2019 |
Soil Modeling with a DEM Lookup approach
Jahnke, J.; Steidel, S.; Burger, M. |
Zeitschriftenaufsatz Journal Article
|
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 Conference Paper
|
2019 |
DAE Aspects in Vehicle Dynamics and Mobile Robotics
Burger, M.; Gerdts, M. |
Aufsatz in Buch Book Article
|
2019 |
Datenbasierte Schätzung beanspruchungsrelevanter Fahrzeuggrößen
Burger, M.; Speckert, M.; Dreßler, K. |
Konferenzbeitrag Conference Paper
|
2019 |
Local Extrapolation and Linear-Implicit Stabilization in a Parallel Coupling Scheme
Burger, M.; Steidel, S. |
Konferenzbeitrag Conference Paper
|
2019 |
Reinforcement Learning Applied to a Human Arm Model
Burger, M.; Gottschalk, S.; Roller, M. |
Konferenzbeitrag Conference Paper
|
2019 |
Derivation of second order traffic flow models with time delays
Burger, M.; Göttlich, S.; Jung, T. |
Zeitschriftenaufsatz Journal Article
|
2019 |
Differences and similarities between reinforcement learning and the classical optimal control framework
Gottschalk, S.; Burger, M. |
Zeitschriftenaufsatz Journal Article
|
2018 |
Model-based identification of road profiles and road roughness indicators using vehicle measurements
Burger, M.; Speckert, M.; Müller, R.; Weiberle, D. |
Konferenzbeitrag Conference Paper
|
2018 |
Nutzungsspezifische Vorhersage von Beanspruchung und Energieverbrauch
Burger, M.; Speckert, M.; Dreßler, K. |
Konferenzbeitrag Conference Paper
|
2018 |
Ableitung von feldrelevanten Lastkollektiven mittels Stochastischer Verkehrssimulation
Sandmann, K.; Leyendecker, T.; Burger, M.; Speckert, M. |
Konferenzbeitrag Conference Paper
|
2018 |
Derivation of a first order traffic flow model of Lighthill-Whitham-Richards type
Burger, M.; Göttlich, S.; Jung, T. |
Zeitschriftenaufsatz Journal Article
|
2018 |
Multiphysics simulation of construction equipment - coupling material, machine and power source
Burger, M.; Carlqvist, C.; Ekevid, T.; Steidel, S.; Weber, Dietmar |
Konferenzbeitrag Conference Paper
|
2017 |
Co-simulation in the vehicle development process
Steidel, S.; Burger, M. |
Konferenzbeitrag Conference Paper
|
2017 |
A survey on numerical methods for the simulation of initial value problems with sDAEs
Burger, M.; Gerdts, M. |
Aufsatz in Buch Book Article
|
2017 |
A new approach for force-displacement co-simulation using kinematic coupling constraints
Schneider, Fabio; Burger, M.; Arnold, M.; Simeon, B. |
Zeitschriftenaufsatz Journal Article
|
2017 |
Coupling a DEM material model to multibody construction equipment
Burger, M.; Dreßler, K.; Ekevid, T.; Steidel, S.; Weber, D. |
Konferenzbeitrag Conference Paper
|
2016 |
Coupled simulation in vehicle engineering
Burger, M.; Schneider, Fabio; Steidel, S. |
Zeitschriftenaufsatz Journal Article
|
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 Conference Paper
|
2016 |
Coupling DEM particles to MBS wheel loader via co-simulation
Balzer, M.; Burger, M.; Däuwel, T.; Ekevid, T.; Steidel, S.; Weber, D. |
Konferenzbeitrag Conference Paper
|
2015 |
A general approach for efficient embedding of flexible structures in multibody dynamics
Schneider, Fabio; Burger, Michael; Simeon, Bernd |
Konferenzbeitrag Conference Paper
|
2014 |
Calculating road input data for vehicle simulation
Burger, M. |
Zeitschriftenaufsatz Journal Article
|
2014 |
An advanced flexible realtime tire model and its integration into fraunhofer's driving simulator
Gallrein, A.; Baecker, M.; Burger, M.; Gizatullin, A. |
Bericht Report
|
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 Journal Article
|
2013 |
Integration eines detaillierten, flexiblen Reifenmodells in den Fraunhofer Fahrsimulator
Burger, M.; Bäcker, M.; Gallrein, A.; Kleer, M. |
Konferenzbeitrag Conference Paper
|
2012 |
Applications for MBS-FEM coupling with MpCCI using automotive simulation as example
Bayrasy, P.; Burger, M.; Dehning, C.; Kalmykov, I.; Speckert, M. |
Konferenzbeitrag Conference Paper
|
2011 |
Optimal Control of Dynamical Systems: Calculating Input Data for Multibody System Simulation
Burger, M. |
Dissertation Doctoral Thesis
|
2011 |
Invariant input loads for full vehicle multibody system simulation
Burger, M.; Dreßler, K.; Speckert, M. |
Bericht Report
|
2010 |
Optimal control of multibody systems for the calculation of invariant input loads
Burger, M.; Speckert, M.; Dreßler, K. |
Konferenzbeitrag Conference Paper
|
2010 |
Optimal control methods for the calculation of invariant excitation signals for multibody systems
Burger, M.; Speckert, M.; Dreßler, K. |
Bericht Report
|
2010 |
Real-time simulation of multibody-systems for on-board applications
Engelhardt, L.; Burger, M.; Bitsch, G. |
Bericht Report
|
2009 |
Calculating invariant loads for system simulation in vehicle engineering
Burger, M.; Dreßler, K.; Marquardt, A.; Speckert, M. |
Bericht Report
|