Our Alumni

black: published, green: accepted for publication, red: submitted for publication

• Kneifl, J., Grunert, D., Fehr, J.: A Non-intrusive Nonlinear Model Reduction Method for Structural Dynamical Problems Based on Machine Learning. Int. Journal for Numerical Methods in Engineering (2021). DOI: 10.1002/nme.6712
• Grunert, D., Fehr, J., Haasdonk, B.: Well-scaled, A-posteriori Error Estimation for Model Order Reduction of Large Second-order Mechanical Systems. Zeitschrift für Angewandte Mathematik und Mechanik (2020). DOI: 10.1002/zamm.201900186
• Fehr, J.; Grunert, D.; Haasdonk, B.; Bhatt, A.: Error Estimation for the Simulation of Elastic Multibody Systems. PAMM Proceedings in Applied Mathematics and Mechanics, 2018. DOI: 10.1002/pamm.201800275
• Fehr, J.; Grunert, D.; Bhatt, A.; Haasdonk, B.: A Sensitivity Study of Error Estimation in Reduced Elastic Multibody Systems. In Proceedings of the MATHMOD 2018 – 9th Vienna International Conference on Mathematical Modelling, Vienna, Austria, 2018. DOI: 10.1016/j.ifacol.2018.03.035
• Fehr, J., Grunert, D., Holzwarth, P., Fröhlich, B., Walker, N., Eberhard, P.: Morembs - a Model Order Reduction Package for Elastic Multibody Systems and Beyond. KoMSO Post-Workshop Proceedings - Reduced-Order Modeling, 2017.
• Grunert, D., Fehr, J.: Identification of Nonlinear Behavior with Clustering Techniques in Car Crash Simulations for Better Model Reduction. Advanced Modeling and Simulation in Engineering Sciences, 2016. DOI: 10.1186/s40323-016-0072-x
• Fehr, J., Grunert, D.: Model Reduction and Clustering Techniques for Crash Simulations. Proceedings in Applied Mathematics and Mechanics 15(1), 2015. DOI: 10.1002/pamm.201510053
• Grunert, D.: Lieb-Thirring-Ungleichungen und Asymptotik in schwacher Kopplung des eindimensionalen Schrödinger-Operators mit variablen Koeffizienten, Diploma Thesis, unpublished. Stuttgart: University of Stuttgart, Institut for Analysis, Dynamics and Modelling, 2014.

• May 22nd, 2018: IUTAM Symposium Model Order Reduction of Coupled Systems, Stuttgart, Germany, "Error Estimation for the Simulation of Elastic Multibody Systems"
• April 12th, 2018: Model Reduction of Parametrized Systems IV (MoRePaS 2018), Nantes, France, "Faster A-posteriori Error Estimation for Second Order Mechanical Systems"
• March 27th, 2018: 2nd International Conference on Simulation Technology, Stuttgart, Germany, "Non-intrusive Model Reduction with Machine Learning"
• October 5th, 2017: SimTech Status Seminar, Bad Boll, Germany, "Non-intrusive Model Reduction with Machine Learning"
• February 28th, 2017: SIAM Conference on Computational Science and Engineering, Atlanta, USA, "New Clustering Algorithms to Identify Nonlinear Behavior During a Car Crash Simulation"
• November 25th, 2016: SimTech Status Seminar, Bad Boll, Germany, "Non-intrusive Model Reduction for Crash Simulations"
• August 30th, 2016: 3rd International Workshop on Order-Reduction Methods for Mechanics of Materials, Bad Herrenalb, Germany, "Hyperreduction with Local Bases for Differential Algebraic Equations"
• November 25th, 2015: SimTech Status Seminar, Bad Boll, Germany, "Identification of Nonlinear Behavior with Clustering Techniques in Car Crash Simulations for Better Model Reduction"
• November 5th, 2015: ECCOMAS Thematic Conference: Reduced Basis, POD and PGD Model Reduction Techniques, Paris, France, "Identification of Nonlinear Behavior with Clustering Techniques in Car Crash Simulations for Better Model Reduction"
• December 10th, 2014: SimTech Status Seminar, Bad Boll, Germany, "Error Controlled Nonlinear Model Reduction Techniques for Crash Simulations"

• February 23rd, 2018: SimTech-Seminar, Stuttgart, "Softwarelizenzen"
• June 27th, 2017: 9th European Nonlinear Dynamics Conference, Budapest, Hungary, "Towards the Adoption of the Stiffness Evaluation Procedure as Non-intrusive, Non-linear Model Reduction Method in Car Crash Simulations"
• October 14th, 2016: SimTech MOR Seminar and SimTech Milestone Presentation, Stuttgart, Germany, "Error-controlled Nonlinear Model Reduction Techniques for Crash Simulations"
• September 19th, 2016: GMA Fachausschuss 1.30, Anif, Austria, "Nicht-intrusive Modellreduktion in der Fahrzeug-Crashsimulation"
• August 30th, 2016: 3rd International Workshop on Order-Reduction Methods for Mechanics of Materials, Bad Herrenalb, Germany, "Hyperreduction with Local Bases for Differential Algebraic Equations"
• November 25th, 2015: SimTech Status Seminar, Bad Boll, Germany, "PN 3-10: Error Controlled Nonlinear Model Reduction Techniques For Crash Simulations"
• September 16th, 2015: Fifth Reduced Basis Summer School, Hegne, Germany, "Data-driven Identification of Non-linearities in the Simulation of a Car Crash"
• February 3rd, 2015: SimTech Seminar "Optimal Control and Applications", Stuttgart, Germany, "Review about Model Order Reduction Based on Proper Generalized Decomposition (PGD)"

• Nichtlineare MOR für explizite Finite Element Berechnungen, master thesis (main supervisor: Jörg Fehr), MSC.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2019.
• Leistungsevaluation eines Fehlerschätzers an komplexen Modellen in Neweul-M2, student thesis, STUD-480.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2018.
• Nicht-intrusive Modellreduktion in LS-DYNA mit maschinellem Lernen, bachelor thesis, BSC-83.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2017.
• Robuste Bilderkennung mithilfe von Clustering-Methoden unter Berücksichtigung von Unsicherheiten, project work (together with Markus Mäck), work in progress.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2017.
• Abschätzung des Fehlers bei der Integration von reduzierten elastischen Körpern in Neweul-M2, student thesis (main supervisor: Jörg Fehr), STUD-474.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2017.
• Kopplungs- und Kontaktformulierungen für linear reduzierte Teilmodelle eines Fahrzeugs in LS-DYNA, student thesis, STUD-465.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2017.
• Erweiterung von Clusteringverfahren zur Erkennung von nichtlinearem Verhalten eines kompletten Fahrzeugmodells, bachelor thesis, BSC-68.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2016.
• Schnellere Crashsimulation durch Substrukturierung und lineare Modellreduktion, student thesis, STUD-441.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2016.
• Nichtlineare Modellreduktion durch lokale Basisapproximation und Hyperreduktion anhand einer Belastungsprobe, bachelor thesis, BSC-59.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2016.
• Clustering-Methoden zur Erkennung von Fahrzeugbauteilen mit nichtlinearem Verhalten beim Crash, bachelor thesis, BSC-47.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2015.
• Nicht-lineare Modellreduktion mit POD(-DEIM) an einer Belastungsprobe, student thesis, STUD-424.
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2015.

Modeling, simulation and control of flexible machine tools including chipping and material removal

• Hamann, D.; Eberhard, P.: Sensitivity in Machining Systems.
  Special Issue: 90th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), PAMM, DOI: 10.1002/pamm.201900063, 2019.
  
  
• Hose, D.; Hamann, D.; Hanss, M.; Eberhard, P.: 
  A Data-Driven Possibilistic Approach to the Identification of Uncertain Stability Lobe Diagrams. 
  Special Issue: 89th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), PAMM, Vol. 18, No. 1, pp. 1-2, 2018.
  
  
• Hamann, D.; Eberhard, P.: 
  Sensitivity Analysis of Time-Delayed Systems. 
  Proceedings International Conference on Multibody System Dynamics, Lisbon, Portugal, 2018.
  
  
• Hamann, D.; Eberhard, P.:
  Stability Analysis of Milling Processes with Varying Workpiece Dynamics.
  Multibody System Dynamics, doi:10.1007/s11044-017-9604-5, 2017.
  
  
• Hamann, D.; Walz, N.-P.; Fischer, A.; Hanss, M.; Eberhard, P.:
  Fuzzy Arithmetical Stability Analysis of Uncertain Machining Systems. 
  Mechanical Systems and Signal Processing, Vol. 98, pp. 534-547, 2017.
  
  
• Baumann, M.; Hamann, D.; Eberhard, P.:
  Time-dependent Parametric Model Order Reduction for Material-Removal Simulations.
  Model Reduction of Parametrized Systems, MS&A (Modeling, Simulation and Applications), Vol. 17, 2017.
  
  
• Hamann, D.; Walz, N.-P.; Fischer, A.; Hanss, M.; Eberhard, P.:
  Stability Analysis of Machining Processes with Parameter Uncertainty. 
  Proceedings of the 9th European Nonlinear Dynamics Conference (ENOC 2017), Budapest, Ungarn, 2017.
  
  
• Hamann, D.; Eberhard, P.: 
  Milling Stability Analysis with Varying Workpiece Dynamics. 
  Proceedings International Conference on Multibody System Dynamics, Montreal, Canada, 2016.
  
  
• Hamann, D.; Eberhard, P.: 
  Varying Workpiece Dynamics in Milling Stability Analysis. 
  Special Issue: 89th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), PAMM, Vol. 16, No. 1, pp. 57-58, 2016.

• December 13, 2018, 11. SimTech Statusseminar, Bad Boll, Germany; 
  "Stability-Limit Analysis of Time-Delay Systems"
  
  
• March 27, 2018, 2. International Conference on Simulation Technology, Stuttgart; 
  "Sampling Strategies in Stability Analysis of Uncertain Milling Processes"
  
  
• October 05, 2017, 10. SimTech Statusseminar, Bad Boll, Germany; 
  "Parameter Identification Based on Stability Lobe Diagrams of Machining Processes"
  
  
• November 25, 2016, 9. SimTech Statusseminar, Bad Boll, Germany; 
  "Stability Analysis of Uncertain Machining Processes"

• June 26, 2018, 5th Joint International Conference on Multibody System Dynamics (IMSD 2018), Lisbon, Portugal; 
  "Sensitivity Analysis of Time-Delay Systems
  
  
• May 30, 2018, Statusseminar Institut für Technische und Numerische Mechanik, Bad Herrenalb, Germany; 
  "On Sensitivity Analysis of Time-Delayed Systems"
  
  
• June 27, 2017, 9th European Nonlinear Dynamics Conference (ENOC 2017), Budapest, Hungary; 
  "Stability Analysis of Machining Processes with Parameter Uncertainty"
  
  
• May 22, 2017, Statusseminar Institut für Technische und Numerische Mechanik, Bad Liebenzell, Germany; 
  "Uncertain Stability Lobe Diagram"
  
  
• February 24, 2017, Presentation at Library of the Department of Applied Mechanics, Budapest, Hungary; 
  "Milling Stability Analysis with Varying Dynamics"
  
  
• January 27, 2017, SimTech Milestone Presentation, Stuttgart, Germany; 
  "Modeling and Simulation of Flexible Machine Tools including Chipping and Material Removal"
  
  
• October 07, 2016, Dynamiktag, Institut für Technische und Numerische Mechanik, Stuttgart, Germany; 
  "Stability Analysis of Machining Processes"
  
  
• June 28, 2016, Statusseminar Institut für Technische und Numerische Mechanik, Bad Liebenzell, Germany; 
  "Machining with Varying Dynamics"
  
  
• March 11, 2016, Joint Annual Meeting of GAMM and DMV, Braunschweig, Germany; 
  "Varying Workpiece Dynamics in Milling Stability Analysis"
  
  
• June 25, 2015, Simtech "Manufacturing", Stuttgart, Germany; 
  "Investigation on Machining Processes at the ITM"
  
  
• June 17, 2015, Statusseminar Institut für Technische und Numerische Mechanik, Bad Liebenzell, Germany; 
  "Development of a Toolbox for the Analysis of Periodically Time-Varying Systems with Time Delay"
  
  
• March 3, 2015, EUROMECH-Colloquium, Stuttgart, Germany; 
  "Smoothed Particle Hydrodynamics Simulation of Friction Stir Welding"

• Analyse zur Interpolation in der parameterischen Modellordnungsreduktion elastischer Körper,bachelor thesis, Institute of Engineering and Computational Mechanics, University of Stuttgart.
  Supervision in cooperation with Benjamin Fröhlich, M.Sc.
  
  
• Analyse der Konvergenz von Spektralelementen in der Stabilitätsuntersuchung von Zerspanprozessen, bachelor thesis, Institute of Engineering and Computational Mechanics, University of Stuttgart.
  
  
• Untersuchung zur effizienten Identifikation der Stabilitäsgrenze von Zerspanprozessen, 
  student thesis, Institute of Engineering and Computational Mechanics, University of Stuttgart.
  
  
• Untersuchung des Aufbaus elastischer Körper zur paramterischen Modellordnungsreduktion mit Matrixinterpolation, 
  bachelor thesis, Institute of Engineering and Computational Mechanics, University of Stuttgart. 
  Supervision in cooperation with Benjamin Fröhlich, M.Sc.
  
  
• Zur Verwendung reduzierter schaltender Systeme für die Simulation elastischer Körper mit bewegten Lasten, 
  master thesis, Institute of Engineering and Computational Mechanics, University of Stuttgart. 
  Supervision in cooperation with Benjamin Fröhlich, M.Sc.
  
  
• Untersuchung des Diskretisierungseinflusses auf die Interpolationsgüte elastischer Körper in der parametrischen Modellordnungsreduktion, 
  student thesis, Institute of Engineering and Computational Mechanics, University of Stuttgart. 
  Supervision in cooperation with Benjamin Fröhlich, M.Sc.
  
  
• Untersuchung von Konzepten zur Regelung von totzeitbehafteten mechanischen Systemen, 
  bachelor thesis, Institute of Engineering and Computational Mechanics, University of Stuttgart. 
  Supervision in cooperation with Fabian Schnelle, M.Sc.
  
  
• Auswahl lokaler Systeme in der parametrischen Modellordnungsreduktion elastischer Mehrkörpersysteme, 
  master thesis, Institute of Engineering and Computational Mechanics, University of Stuttgart. 
  Supervision in cooperation with Dipl.-Ing. Michael Baumann

Model Reduction for Coupled Systems

schwarz: veröffentlicht,  grün: zur Veröffentlichung angenommen,  rot: zur Veröffentlichung eingereicht

• Walker, N., Eberhard, P.: Substructured Model Order Reduction for Simple Exchange of Subsystems. PAMM Proceedings in Applied Mathematics and Mechanics.
• Walker, N., Eberhard, P.: Model Order Reduction of a Modular Scale Model of a High Rise Building. PAMM Proceedings in Applied Mathematics and Mechanics, Vol. 19, No. 1, 2019. .
• Walker, N.; Fröhlich, B.; Eberhard, P.: Model Order Reduction for Parameter Dependent Substructured Systems using Krylov Subspaces. Proceedings 9th Vienna International Conference on Mathematical Modelling (MATHMOD 2018), Feb. 21-23, 2018, Vienna.
• Holzwarth, P., Walker, N., Eberhard, P.: Interface Reduction of Linear Mechanical Systems with a Modular Setup. Multibody System Dynamics, Vol. 43, No. 1, pp. 1-19, 2018.
• Fehr, J.; Grunert, D.; Holzwarth, P.; Fröhlich, B.; Walker, N.; Eberhard, P.: Morembs - a Model Order Reduction Package for Elastic Multibody Systems and Beyond. In KoMSO Challenge Workshop on "Reduced-Order Modeling for Simulation and Optimization". Springer. 2017 (25 pages).
• Walker, N.; Eberhard, P.: Interface-Reduction for Substructured Mechanical Systems with Constraints Using General Singular Value Decomposition, PAMM Proceedings in Applied Mathematics and Mechanics, Vol. 17, No. 1, 2018.
• Walker, N.: Methoden zur Interface-Reduktion bei gekoppelten Systemen, Masterarbeit MSC-236, Institut für Technische und Numerische Mechanik, 2016.

• 27. April 2020: SPP 1897 Doktorandentreffen (Videokonferenz), "Analytical Aspects in Substructured Model Order Reduction"
• November 6, 2019: SPP 1897 Jahrestreffen, Hösbach, "Substructured Reduction of a Modular Scale Model of a High Rise Buildung"
• June 3, 2019: Statusseminar ITM, Bad Herrenalb, "Comparison of Different Tie Rod Models using Substructuring and Suitable Reduction"
• April 5, 2019: SPP 1897 Doktorandentreffen, Ilmenau, "Modelling and Reduction of a Modular Scale Model of a High Rise Building"
• March 21, 2019: SFB 1244 Doktorandenkolloquium, Stuttgart, "Introduction to Model Order Reduction and Substructuring"
• February 21, 2019: 90th GAMM Annual Meeting, Vienna, "Model Order Reduction of a Modular Scale Model of a High Rise Building"
• April 30, 2018: Statusseminar ITM, Bad Herrenalb, "Erste Schritte zur modularen reduzierten Modellierung des Maßstabsmodells?"
• April 17, 2018: SPP 1897 Doktorandentreffen, Monbachtal, "Challenges in Model Order Reduction for Systems with Non-Reduced Nonlinear Coupling Elements"
• March 2, 2018: SPP 1897 Arbeitskreistreffen "Grundlagen und Gesamtsystem", Munich,
  "MatMorembs – a Matlab Tool for the Reduction of Elastic Bodies"
• February 22, 2018: MATHMOD, Vienna, "Model Order Reduction for Parameter Dependent Substructured Systems using Krylov Subspaces"
• November 9, 2017: SPP 1897 Jahrestreffen, Bad Herrenalb, "Model Order Reduction for Mechanical Systems with a Modular Setup and Parametric Subsystems"
• September 22, 2017: GMA-Fachausschuss 1.30, "Modellbildung, Identifikation und Simulation in der Automatisierungstechnik, Salzburg,
  "Parametric Model Reduction in the Context of Mechanical Systems with a Modular Setup"
• May 23, 2017: Statusseminar ITM, Monbachtal, "Model Order Reduction for Mechanical Systems with a Modular Setup - what"s next?"
• April 4, 2017: SPP 1897 Summerschool, Monbachtal, "Model Order Reduction for Mechanical Systems with a Modular Setup"
• March 7, 2017: 88th GAMM Annual Meeting, Weimar, "Interface-Reduction for Substructured Mechanical Systems with Constraints Using General Singular Value Decomposition"
• February 15, 2017: SPP 1897 Arbeitskreistreffen "Grundlagen und Gesamtsystem", Karlsruhe, "Model Order Reduction for Substructured Mechanical Systems"
• September 19, 2016: GMA-Fachausschuss 1.30, "Modellbildung, Identifikation und Simulation in der Automatisierungstechnik, Salzburg, "Interface-Reduktion für gekoppekte mechanische Systemen mit generalisierter Singulärwertzerlegung"
• June 29, 2016: Statusseminar ITM, Monbachtal, "Methoden zur Interface-Reduktion bei gekoppekten Systemen"

• Untersuchung automatisierter Modellreduktion mechanischer Systeme mit modularem Aufbau, STUD-482, Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2018.
• Implementierung und Anwendung von statischen Korrekturmoden höherer Ornung zur Erweiterung der Craig-Bampton Reduktionsbasis (Bachelorarbeit),
  Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2019.

Gripping flexible objects

Parametric model order reduction

schwarz: veröffentlicht, grün: zur Veröffentlichung angenommen, orange: zur Veröffentlichung eingereicht

• Fröhlich, B.: Parametrische Modellbildung und Reduktion für die Optimierung in Mechanik und Dynamik. Schriften aus dem Institut für Technische und Numerische Mechanik der Universität Stuttgart, Band 64. Düren: Shaker Verlag, 2021.
• Fröhlich, B.; Holzwarth, P.; Eberhard, P: Coupling of reduced elastic bodies in vehicle dynamics. In Benner, P.; Grivet-Talocia, S.; Quarteroni, A.; Rozza, G.; Schilders, W.; (eds.): Model Order Reduction, Volume 3 Applications. De Gruyter 2021. DOI: https://doi.org/10.1515/9783110499001
• Fröhlich, B.; Hose, D.; Dieterich, O.; Hanss, M.; Eberhard, P.: Uncertainty Quantification of Large-Scale Dynamical Systems Using Parametric Model Order Reduction.
• Fröhlich, B.; Eberhard, P.: Efficient Reduced Order Modelling of Geometrically Parameterized Systems. Proceedings of the 10th European Nonlinear Dynamics Conference, Lyon, France, 2020.
• Matter, F.; Fröhlich, B.; Iroz, I.; Eberhard, P.: Investigations of Disc Brake Squeal Using Model Order Reduction Approaches for the Complex Eigenvalue Analysis. Proceedings of the 27th International Congress on Sound and Vibration, Prague, Czech Republic, 2020.
• Fröhlich, B.; Wagner, J.; Böhm, M.; Sawodny, O.; Eberhard, P.: Combining Optimal Control and Shape Optimization for an Adaptive Engineering Structure with Parameterized Reduced Order Finite Element Models. Proceedings of the ECCOMAS Thematic Conference on Smart Structures and Materials (SMART2019).
• Fröhlich, B.; Geiger, F.; Gade, J.; Bischoff, M.; Eberhard, P.: Model Order Reduction of Coupled, Parametrized Elastic Bodies for Shape Optimization. Proceedings of the IUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany May 22-25: MORCOS 2018. DOI: https://doi.org/10.1007/978-3-030-21013-7_11.
• Fröhlich, B.; Gade, J.; Geiger, F.; Bischoff, M.; Eberhard, P.: Geometric Element Parameterization and Parametric Model Order Reduction in Finite Element Based Shape Optimization. Computational Mechanics, Vol. 63, Issue 5, pp. 853-868, 2019. DOI: https://doi.org/10.1007/s00466-018-1626-1.
• Walker, N.; Fröhlich, B.; Eberhard, P.: Model Order Reduction for Parameter Dependent Substructured Systems using Krylov Subspaces. Proceedings 9th Vienna International Conference on Mathematical Modelling (MATHMOD 2018), Feb. 21-23, 2018, Vienna. IFAC-PapersOnLine 51(2), pp. 553-558, 2018.
• Fröhlich, B.; Eberhard, P.: Comparison of Local and Global Approaches for Parametric Model Order Reduction for Systems with Distributed Moving Loads. ECCOMAS Thematic Conference on Multibody Dynamics, 2017.
• Fehr, J.; Grunert, D.; Holzwarth, P.; Fröhlich, B.; Walker, N.; Eberhard, P.: Morembs - a Model Order Reduction Package for Elastic Multibody Systems and Beyond. In Keiper, W.; Milde, A.; Volkwein, S. (eds.), Reduced Order Modeling (ROM) for Simulation and Optimization, pp. 141-166. Springer 2018.
• Fröhlich, B.: Auswahl lokaler Systeme in der parametrischen Modellordnungsreduktion elastischer Mehrkörpersysteme, Masterarbeit DIPL-MSC-231. Stuttgart: Institut für Technische und Numerische Mechanik, 2016.

• 8. Februar 2021: Promotionsvortrag an der Universität Stuttgart, "Parametrische Modellbildung und Reduktion für die Optimierung in Mechanik und Dynamik"
• 25. November 2020: Doktorandenkolloquium des SFB1244 der Universität Stuttgart, Stuttgart, "Modular Modeling and Parametric Reduction for the Design and Optimization of Adaptive Structures"
• 13. Oktober 2020: Aeromechanics Workshop 2020, Stuttgart, "Uncertainty Quantification of Large-Scale Dynamical Systems Using Parametric Model Order Reduction"
• 28. August 2019: MODRED 2019, Graz, Österreich, "PMOR in High Dimensional Parameter Spaces and Application to Structural Shape Optimization"
• 9. Juli 2019: ECCOMAS SMART2019, Paris, Frankreich, "Combining Optimal Control and Shape Optimization for an Adaptive Engineering Structure with Parameterized Reduced Order Finite Element Models"
• 27. Juni 2019: Summer School des SFB1244 der Universität Stuttgart, Bad Boll, "Nicht-intrusive, daten-basierte, parametrische Modellreduktion zur nutzergetriebenen Modellexploration"
• 3. Juni 2019: Statusseminar ITM, Bad Herrenalb, "Mehr Parameter, mehr Probleme"
• 5. Juni 2018: Summer School des SFB1244 der Universität Stuttgart, Waldachtal, "Model Order Reduction of Coupled, Parameterized Elastic Bodies for Shape Optimization"
• 30. Mai 2018: Statusseminar ITM, Bad Herrenalb, "Alles reine Formsache? Formoptimierung mit reduzierten Modellen"
• 22. Mai 2018: IUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart, "Model Order Reduction of Coupled, Parameterized Elastic Bodies for Shape Optimization"
• 13. Oktober 2017: Doktorandenkolloquium des SFB1244 der Universität Stuttgart, Stuttgart, "Formfindung mit parametrisch reduzierten Finite-Elemente-Modellen"
• 20. Juni 2017: ECCOMAS Multibody Dynamics 2017, Prag, "Comparison of Local and Global Approaches for Parametric Model Order Reduction for Systems with Distributed Moving Loads"
• 23. Mai 2017: Statusseminar ITM, Bad Liebenzell-Monbachtal, "Mit PMOR zur Bestform: Formoptimierung mit parametrisch reduzierten Modellen"
• 19. September 2016: GMA-Fachausschuss 1.30, "Modellbildung, Identifikation und Simulation in der Automatisierungstechnik", Salzburg, "Fehlerschätzer für Greedy-Sampling in der Modellreduktion bei wandernden Interaktionen"
• 29. Juni 2016: Statusseminar ITM, Bad Liebenzell-Monbachtal, "Auswahl lokaler Systeme in der parametrischen Modellordnungsreduktion elastischer Mehrkörpersystem"

• 12. April 2018: Model Reduction of Parametrized Systems IV, Nantes, Frankreich, "Shape Finding in Structural Optimization with Parametrically Reduced Finite-Element Models." DOI: 10.14293/P2199-8442.1.SOP-MATH.DPYRVU.v1

• Parametrische Modellbildung und -reduktion zur Störgrößenkompensation bei adaptiven Tragwerken, Studienarbeit. Universität Stuttgart, Institut für Systemdynamik.
  Betreuung gemeinsam mit Julia Wagner, M.Sc.
• Identifikation von Materialparametern einer Gitarre mithilfe von parametrisch reduzierten Modellen, Masterarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
  Betreuung gemeinsam mit Alexander Brauchler, M.Sc.
• Statistische Inferenz in parametrisch reduzierten Ersatzmodellen mechanischer Systeme auf Basis der Möglichkeitstheorie, Masterarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
  Betreuung gemeinsam mit Dominik Hose, M.Sc.
• Datenbasierte Verfahren zur Approximation dynamischer, parametrisierter Systeme, Bachelorarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
• Analyse zur Interpolation in der parametrischen Modellordnungsreduktion elastischer Körper, Bachelorarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik. Betreuung gemeinsam mit Dominik Hamann, M.Sc.
• Nicht-intrusive Modellreduktion geometrisch parametrisierter Systeme mithilfe der Matrix-Discrete-Empirical-Interpolation-Methode, Masterarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
• Durchführung einer Benchmark-Analyse bei der Strukturoptimierung mit parametrisch reduzierten Modellen, Masterarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
• Vergleich von parametrischer Modellreduktion durch Moment Matching und Matrixinterpolation in der Formoptimierung mit reduzierten Modellen, Masterarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
• Vergleich modellbasierter und datenbasierter Verfahren zur Approximation mechanischer Systeme, Studienarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
  Betreuung gemeinsam mit Dominik Hose, M.Sc.
• Untersuchung des Aufbaus elastischer Körper zur parametrischen Modellordnungsreduktion mit Matrixinterpolation, Bachelorarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
  Betreuung gemeinsam mit Dominik Hamann, M.Sc.
• Formoptimierung mit parametrisch reduzierten Finite-Elemente-Modellen für dynamisch beanspruchte Bauteile, SimTech-Projektarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
• Zur Verwendung reduzierter schaltender Systeme für die Simulation elastischer Körper mit bewegten Lasten, Masterarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
  Betreuung gemeinsam mit Dominik Hamann, M.Sc.
• Untersuchung des Diskretisierungseinflusses auf die Interpolationsgüte elastischer Körper in der parametrischen Modellordnungsreduktion, Studienarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
  Betreuung gemeinsam mit Dominik Hamann, M.Sc.
• Entwicklung und Implementierung einer Strategie in der parametrischen Modellordnungsreduktion zur Berücksichtigung lokaler Deformationsansätze für einen kontinuierlich fortlaufenden Zahnkontakt, Studienarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
  Betreuung gemeinsam mit Dipl.-Ing. Dennis Schurr
• Implementierung parametrierter Zahnradmodelle in GTM und Untersuchung von Stoß- und Abwälzsimulationen, Studienarbeit. Universität Stuttgart, Institut für Technische und Numerische Mechanik.
  Betreuung gemeinsam mit Dipl.-Ing. Dennis Schurr

Validated surrogate models for vehicle safety simulations

black: published, green: accepted for publication, orange: submitted for publication

• Hay, J.; Schories, L.; Fehr, J.: A Hybrid Surrogate Modeling Approach
  for Vehicle Crash Simulations. Mathmod, Vienna, 2022
• Hay, J.; Schories, L.; Bayerschen, E.; Wimmer, P.; Zehbe, O.; Kirschbichler, S.; Fehr, J.: Ersatzmodell-gestützte Effektivitätsbewertung integraler Fahrzeugsicherheitssysteme. VDI Fahrzeugsicherheit, Berlin, 2021
• Wimmer, P.; Zehbe, O.; Kirschbichler, S.; Hay, J.; Schories, L.; Bayerschen, E.; Fehr, J.: Surrogate Model Based Safety Performance Assessment of Integrated Vehicle Safety Systems. NAFEMS World Congress, Salzburg, 2021
• Hay, J.; Fehr, J.; Schories, L.: Crash Pulse Prediction for Scenario-based Vehicle Crash FE-Simulations. Proceedings of IRCOBI Conference, Munich, 2020
• Atman, M. W. S.; Hay, J.; Yamauchi, J.; Hatanaka T.; Fujita, M.: Two variations of passivity-short-based semi-autonomous robotic swarms, SICE International Symposium on Control Systems, Tokyo, 2018, pp. 12-19. doi:10.23919/SICEISCS.2018.8330150

• November 9, 2021: ZF Data & AI Conference; "Surrogate Modeling of Occupant Movement in the Pre-Crash Phase"
• October 30, 2019: SimTech Machine-Learning Spotlight Session, Stuttgart; "Surrogate Models for Crash Simulations"
• July 29, 2019: SimTech Seminar, Stuttgart; "Bayesian Regularization"
• June 4, 2019: Statusseminar ITM, Bad Herrenalb; "Surrogate Models in the Safety Simulation Framework"

• "Untersuchung des Einflusses von Fahrzeugstruktur und Beladung bei Fahrzeugcrashsimulationen", Bachelorarbeit; DHBW Ravensburg, 2021.
• "Entwicklung eines hybriden Ersatymodells für Fahryeugcrashsimulationen unter Berücksichtigung der Fahrdynamik", Masterarbeit; Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2021.
• "Kombinierte daten- und physikalisch-basierte Modelle zur Approximation von FEM Crash Simulationsergebnissen", Bachelorarbeit; Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2020.
• "Development and validation of a simulation model for rear-end collisions", Masterarbeit; Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2020.
• "Entwicklung von Mehrkörpersimulationsmodellen in MADYMO zur Untersuchung und Validierung des Crashpulses für Szenarien-basiertes Testing", Bachelorarbeit BSC-119; Universität Stuttgart, Institut für Technische und Numerische Mechanik, 2019

Development of Possibilistic Filter Design Methods for State Estimation in Dynamical Systems under Uncertainty

• Hose, D.: Possibilistic Reasoning with Imprecise Probabilities: Statistical Inference and Dynamic Filtering. PhD thesis, University of Stuttgart, 2022. (submitted)
   
• Könecke, T.; Hose, D.; Frie, L.; Hanss, M.; Eberhard, P.: Analysis of Mixed Uncertainty through Possibilistic Inference by using Error Estimation of Reduced Order Surrogate Models. Proceedings of the 9th International Conference on Uncertainties in Structural Dynamics USD 2022, KU Leuven (Belgium), September 12-14, 2022. (abstract submitted)
   
• Brauchler, A; Hose, D.; Ziegler, P.; Hanss, M.; Eberhard, P.: Distinguishing Geometrically Identical Instruments: Possibilistic Identification of Material Parameters in a Parametrically Model Order Reduced Finite Element Model of a Classical Guitar. Journal of Sound and Vibration, 2022. (submitted)
   
• Gray, A.; Hose, D.; De Angelis, M.; Hanss, M.; Ferson, S.: Dependent Possibilistic Arithmetic Using Copulas. Proceedings of Machine Learning Research, Volume 147, 2021, pp. 180-190
   
• Hose, D.; Hanss, M.: A Recursive Formulation of Possibilistic Filters. Proceedings of Machine Learning Research, Volume 147, 2021, pp. 169-179
   
• Hose, D.; Hanss, M.: A Universal Approach to Imprecise Probabilities in Possibility Theory. International Journal of Approximate Reasoning, Volume 133, 2021, pp. 133-158.
  [ DOI: 10.1016/j.ijar.2021.03.010 ]
   
• Fröhlich, B.; Hose, D.; Dieterich, O.; Hanss, M.; Eberhard, P.: Uncertainty Quantification of Large-Scale Dynamical Systems Using Parametric Model Order Reduction. Mechanical Systems and Signal Processing, 171:108855, 2022.
  [ DOI: 10.1016/j.ymssp.2022.108855 ]
   
• Hose, D.; Hanss, M.: On the Solution of Forward and Inverse Problems in Possibilistic Uncertainty Quantification for Dynamical Systems. Proceedings of the 9th International Workshop on Reliable Engineering Computing REC 2021, Taormina (Italy), May 16-20 2021, pp. 295 ff.
  [ Link ] [ Preprint ]
   
• Hose, D.; Hanss, M.: On Data-Based Estimation of Possibility Distributions. Fuzzy Sets and Systems, Volume 399, 2020, pp. 77-94, ISSN 0165-0114.
  [ DOI: 10.1016/j.fss.2020.03.017 ] [ Preprint ]
   
• Hose, D.; Hanss, M.: Possibilistic calculus as a conservative counterpart to probabilistic calculus. Mechanical Systems and Signal Processing, 133:106290, November 2019.
  [ DOI: 10.1016/j.ymssp.2019.106290 ] [ Preprint ]
   
• Hose, D.; Hanss, M.: Consistent Inverse Probability and Possibility Propagation. Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology EUSFLAT 2019, Prague (Czech Republic), September 9-13 2019.
  [ DOI: 10.2991/eusflat-19.2019.1 ]
   
• Hose, D.; Mäck, M.; Hanss, M.: Robust Optimization in Possibility Theory. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B: Mechanical Engineering, 5(4): 041001, December 2019.
  [ DOI: 10.1115/1.4044037 ]
   
• Hose, D.; Mäck, M.; Hanss, M.: On Probability-Possibility Consistency in High-Dimensional Propagation Problems. Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering UNCECOMP 2019, Crete (Greece), June 24-26 2019.
  [ DOI: 10.7712/120219.6330.18439 ]
   
• Hose, D.; Hanss, M.: Towards a General Theory for Data-Based Possibilistic Parameter Inference. Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering UNCECOMP 2019, Crete (Greece), June 24-26 2019.
  [ DOI: 10.7712/120219.6329.18389 ]
   
• Hose, D.; Hanss, M.: On Inverse Fuzzy Arithmetical Problems in Uncertainty Analysis. Proceedings of the 7th International Conference on Uncertainties in Structural Dynamics USD 2018, KU Leuven (Belgium), September 17-19 2018.
  [ Link ]
  
  
• Hose, D.; Hanss, M.: Possibilistic Identification of Reliable Finite Impulse Response Models. Proceedings of the 8th International Workshop on Reliable Engineering Computing REC 2018, University of Liverpool (England), July 16-18 2018.
  [ Link ]
  
  
• Hose, D.; Hamann, D.; Hanss, M.; Eberhard, P.: A Data-Driven Possibilistic Approach to the Identification of Uncertain Stability Lobe Diagrams. Proceedings in Applied Mathematics and Mechanics, 18: 1-2 e201800087, 2018.
  [DOI: 10.1002/pamm.201800087 ]
  
  
• Hose, D.; Hanss, M.: Fuzzy linear least squares for the identification of possibilistic regression models. Fuzzy Sets and Systems, Volume 367, 2019, Pages 82-95, ISSN 0165-0114.
  [DOI: 10.1016/j.fss.2018.10.003 ]
  
  
• de Prada, C.; Hose, D.; Gutierrez, G.; Pitarch J. L.: Developing Grey-Box Dynamic Process Models. Proceedings of the 9th Vienna International Conference on Mathematical Modelling Mathmod 2018, Vienna (Austria), February 21-23 2018.
  [DOI: 10.1016/j.ifacol.2018.03.088 ]
  
  
• Hose, D.; Mäck, M.; Hanss, M.: A Possibilistic Approach to the Optimization of Uncertain Systems. Proceedings of the 7th International Symposium on Uncertainty Modeling and Analysis ISUMA 2018, Florianopolis (Brazil), April 8-11 2018.
  [ Link ]
  
  
• Mäck, M., Hose, D. and Hanss, M.: On Using Fuzzy Arithmetic in Optimization Problems with Uncertain Constraints. Proceedings in Applied Mathematics and Mechanics, 17: 57–58, 2017.
  [DOI: 10.1002/pamm.201710017 ]
  
  
• Hose, D.: Investigations on the Optimization of Multibody Systems in the Presence of Uncertainty, Masterarbeit MSC-250. Institut für Technische und Numerische Mechanik, Universität Stuttgart, 2017.
  (Supervisors: Hanss, M.; Mäck, M.)
  
  
• Hose, D.; de Prada, C.; Gonzalez, G.: Modeling and Identification of ABE Fermentation Processes. Proceedings of the XXXVII Jornadas de Automática, Universidad Complutense de Madrid (Spain), 2016.
  [ Link (Paper 45) ]

• November 24, 2021: ITM Statusseminar, Monbachtal. "The Possibilistic Philosophy of Uncertainty Quantification".
   
• July 8, 2021: 12th International International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA 2021, online). "A Recursive Formulation of Possibilistic Filters".
   
• June 29, 2021: ITM Workshop on Fuzzy Predictions and Famous, Stuttgart (Germany). "Famous: Software for Fuzzy Uncertainty Quantification in Blackbox Models".
   
• May 19, 2021: 9th International Workshop on Reliable Engineering Computing (REC 2021, online). "On the Solution of Forward and Inverse Problems in Possibilistic Uncertainty Quantification for Dynamical Systems".
   
• August 5, 2020: Virtual talk at the Institute for Risk and Uncertainty, University of Liverpool (United Kingdom). "The Embarrassingly Simple Calculus of Possibility Theory".
   
• September 9, 2019: 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019), Prague (Czech Republic). "Consistent Inverse Probability and Possibility Propagation".
   
• June 24, 2019: 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), Crete (Greece). "Towards a General Theory for Data-Based Possibilistic Parameter Inference".
   
• May 4, 2019: ITM Statusseminar, Bad Herrenalb. "Imprecise Probabilities - Making Sense of Inverse Problems in Fuzzy Arithmetic".
  
  
• September 17, 2018: 7th International Conference on Uncertainty in Structural Dynamics (USD 2018), Leuven (Belgium). "On Inverse Fuzzy Arithmetical Problems in Uncertainty Analysis".
  
  
• July 16, 2018: 8th International Workshop on Reliable Engineering Computing (REC 2018), Liverpool (UK). "Possibilistic Identification of Reliable Finite Impulse Response Models".
   
• May 28, 2018: ITM Statusseminar, Bad Herrenalb. "Possibilistic Identification Problems - How Mechanical Engineering Can Benefit from Fuzzy Set Theory".
  
  
• May 23, 2017: ITM Statusseminar, Monbachtal. "The Inverse Problem of Fuzzy Arithmetic - An Illustrative Introduction".

• Gray, A.; Hose, D.; De Angelis, M.; Hanss, M.; Ferson, S.: Dependent Possibilistic Arithmetic Using Copulas. 12th International Symposium on Imprecise Probabilities: Theories and Applications (online), 2021.
   
• Hose, D.; Hanss, M.: A Recursive Formulation of Possibilistic Filters. 12th International Symposium on Imprecise Probabilities: Theories and Applications (online), 2021.
   
• Hamann, D.; Hose, D.; Eberhard, P.: Parameter Identification Based on Stability Lobe Diagrams of Machining Processes. SimTech Statusseminar, Bad Boll 2017.
  
  
• Hose, D.; de Prada, C.; Gonzalez, G.: Modeling and Identification of ABE Fermentation Processes. XXXVII Jornadas de Automática. Universidad Complutense de Madrid (Spain) 2016.

• Investigations on the Applicability of Error Estimators for Possibilistic Inference in Parametrically Reduced Surrogate Models of Mechanical Systems, Master thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
  In co-supervision with Lennart Frie, M.Sc.
   
• Set-Membership Particle Filtering as a Foundation for Robust Control Concepts, SimTech student thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
  In co-supervision with Henrik Ebel, M.Sc.
   
• Statistical Inference in Parametrically Reduced Surrogate Models of Mechanical Systems on the Basis of Possibility Theory, Master thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
  In co-supervision with Benjamin Fröhlich, M.Sc.
    
• Identification of Parameter Ranges of Human Simulation Models with Possibilistic Methods and Validation Data of a Driver-in-the-Loop Simulation Study, Bachelor thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
  In co-supervision with Fabian Kempter, M.Sc.
   
• Implementation of a Parameter Identification Algorithm Based on Impedance Measurements of the Ear, Bachelor thesis BSC-108. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
  In co-supervision with Benjamin Sackmann, M.Sc.
   
• Object Localization via Particle Filters, SimTech-Seminararbeit SA-19. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
   
• Comparison of Model-Based and Data-Based Approximations of Mechanical Systems, Student thesis STUD-487. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
  In co-supervision with Benjamin Fröhlich, M.Sc.
   
• Quantification of Uncertainties in Simplified Mechanical Surrogate Models, Student thesis STUD-486. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
  In co-supervision with Markus Mäck, M.Sc.
   
• Model Updating of Mechanical Systems Under Polymorphic Uncertainties, Student thesis STUD-484. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
  In co-supervision with Markus Mäck, M.Sc.
   
• Possibilistic Stability Analysis and Optimal Controller Synthesis of a Dynamical System Under Uncertainty, Master thesis MSC-263. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
  In co-supervision with Andreas Hofmann, M.Sc.

Modeling, control, and simulation of the heterogeneous swarm robot system

• mobile robot
• Quadrotor/UAV

black: published, green: accepted for publication,  orange: submitted for publication

• Luo, W.; Chen, J.; Ebel, H.; Eberhard, P.: Time-Optimal Handover Trajectory Planning for Aerial Manipulators based on Discrete Mechanics and Complementarity Constraints. IEEE Transactions on Robotics (T-RO), pp. 1-17, 2022. arXiv Preprint
• Luo, W.; Eberhard, P.: A Two-Stage Trajectory Prediction Algorithm for Mobile Robots Combining the Bayesian and the DMOC Frameworks. Lecture Notes in Electrical Engineering (LNEE), pp. 1-24, 2022.
• Luo, W.; Eschmann, H.; Eberhard, P.: Gaussian Process Regression-augmented Nonlinear Model Predictive Control for Quadrotor Object Grasping. International Conference on Unmanned Aircraft Systems (ICUAS), pp. 11-19, Dubrovnik, Croatia, June 21-24, 2022.
• Luo, W.; Ebel, H.; Eberhard, P.: An LSTM-based Approach to Precise Landing of a UAV on a Moving Platform. International Journal of Mechanical System Dynamics, pp. 99-107, 2022.
• Luo, W.; Eberhard, P.: Optimization-based Trajectory Prediction Enhanced with Goal Evaluation for Omnidirectional Mobile Robots. Proceedings of the 18th International Conference on Informatics in Control, Automation and Robotics (ICINCO), pp. 263-273, Online Streaming, July 6-8, 2021.
• Ebel, H.; Luo, W.; Yu, F.; Tang, Q.; Eberhard, P.: Design and Experimental Validation of a Distributed Cooperative Transportation Scheme. IEEE Transactions on Automation Science and Engineering, vol. 18, no. 3, pp. 1157-1169, July 2021.
• Luo, W.; Xiao Z.; Ebel, H.; Eberhard, P.: Stereo Vision-based Autonomous Target Detection and Tracking on an Omnidirectional Mobile Robot. 16th International Conference on Informatics in Control, Automation and Robotics (ICINCO), pp. 238-245, Prague, Czech Republic, July 29-31, 2019.
• Chen, X.; Guo, R.; Luo, W.; Fu, C.: Visual Crowd Counting with Improved Inception-ResNet-A Module. Proceedings of IEEE International Conference on Robotics and Biomimetics (ROBIO), pp. 112-119, Kuala Lumpur, Malaysia, December 12-15, 2018.
• Luo, W.; Tang Q.; Fu C.; Eberhard, P.: Deep-Sarsa Based Multi-UAV Path Planning and Obstacle Avoidance in a Dynamic Environment. Advances in Swarm Intelligence, pp. 102-111, June 19-20, 2018.
• Wang, S.; Shan, S.; Luo, W.; Yu, X.: Robust Adaptive Nonlinear Attitude Control for a Quadrotor UAV. Proceedings of 36th Chinese Control Conference, pp. 3254-3259, Dalian, China, July 26-28, 2017.
• Tang, Q.; Zhang, L.; Luo, W.; Ding, L.; Yu, F.; Zhang, J.: A Comparative Study of Biology-inspired Algorithms Applied to Swarm Robots Target Searching. Advances in Swarm Intelligence: 7th International Conference, ICSI 2016, pp. 479-490, Bali, Indonesia, June 25-30, 2016.
• Luo, W.: Multi-quadrotor Flying Control Based on Wireless Localization. Master Thesis MSC-235. Institut für Technische und Numerische Mechanik, Universität Stuttgart, 2016. (Eberhard, P.; Tang, Q.)
• Luo, W.: Create a 3D Simulation Environment with Physical Engine for Verifying Robot Motions. Bachelor Thesis BSC-016. Institut für Technische und Numerische Mechanik, Universität Stuttgart, 2013. (Eberhard, P.; Tang, Q.)

• 22. June 2022: International Conference on Unmanned Aircraft Systems, ICUAS 2022, Dubrovnik, Croatia, "Gaussian Process Regression-augmented Nonlinear Model Predictive Control for Quadrotor Object Grasping"
• 7. July 2021: The 18th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2021, online, "Optimization-based Trajectory Prediction Enhanced with Goal Evaluation for Omnidirectional Mobile Robots"
• 30. July 2019: The 16th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2019, Prague, Czech Republic, "Stereo Vision-based Autonomous Target Detection and Tracking on an Omnidirectional Mobile Robot"
• 4. June 2019: Statusseminar ITM, Bad Herrnalb, "Robot Operating System in Robotics"
• 19. June 2018: The 9th International Conference on Swarm Intelligence, ICSI 2018, Shanghai, China, "Deep-Sarsa Based Multi-UAV Path Planning and Obstacle Avoidance in a Dynamic Environment"
• 28. May 2018: Statusseminar ITM, Bad Herrnalb, "Target Search and Transportation by a 3D Heterogeneous Swarm Robot System in a Dynamic Environment"
• 2. May 2016: Master Thesis, Stuttgart, "Multi-quadrotor Flying Control Based on Wireless Localization"
•  Masterarbeit, Stuttgart, "Multi-quadrotor Flying Control Based on Wireless Localization"

• Modellierung, Simulation, Optimierung und Bau eines Quadrocopter, Student Project Work SA-40.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2022.
• Modellierung, Simulation, Optimierung und Bau eines Quadrocopter, Student Project Work SA-37.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
• Experimental Study on Control of the Quadrotor with an Onboard Manipulator, Master Thesis MSC-322.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
• Modellierung, Simulation, Optimierung und Bau eines Quadrocopter, Student Project Work SA-35.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
• Time-optimal Grasping Approach for Quadrotors, Master Thesis MSC-319.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
• Modeling, Control, and Simulation of a Flying Pendulum in Gazebo, SimTech project thesis SA-36.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
• 3D Trajectory Planning and Control for Quadrotors in the simulation platform AirSim, Bachelor Thesis BSC-135.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
• Modellierung, Simulation, Optimierung und Bau eines Quadrocopter, Student Project Work SA-32.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
• Komplexe Mechanismen – Modellierung, Simulation, Optimierung, Visualisierung und Bau, Student Project Work SA-33.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
• Deep Reinforcement Learning-based Control for the Quadcopter with Model Indications, Student Thesis STUD-512.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
• Modeling and Control of a Flying Pendulum, Bachelor Thesis BSC-133.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
• Modeling, Simulation, and Control of a Flexible Gripper, Master Thesis MSC-305.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
  In co-supervision with Fatemeh Ansarieshlaghi, M.Sc.
• Dual-Arm Modeling, Simulation, and Control in Collaborative Object Operation, Student Research Project STUD-503.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
  In co-supervision with Fatemeh Ansarieshlaghi, M.Sc.
• Real-Time Object Detection based on YOLO, SimTech project thesis SA-28.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
• Modellierung, Simulation, Optimierung und Bau eines Quadrocopter, Student Project Work SA-26.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
• Implementation, Experimental Realization and Testing of a Mapping and Localization Algorithm for Mobile Robots with LIDAR Sensors, Bachelor Thesis BSC-123.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
  In co-supervision with Henrik Ebel, M.Sc.
• Model Predictive Tracking Control of a Quadrotor in an Indoor Environment, Master Thesis MSC-297.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
  In co-supervision with Henrik Ebel, M.Sc.
• Indoor Localization using Ultra-wideband for Mobile Robots, Bachelor Arbeit BSC-116.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
• Experimental Study of the Hovering Control on Quadrotor based on Optical Flow, Bachelor Thesis BSC-115.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
• Experimental Study of Pick-and-Place Operation for an Object by a Robot Manipulator using a Stereo Camera, Bachelor Thesis BSC-109.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
  In co-supervision with Fatemeh Ansarieshlaghi, M.Sc.
• Controller Design for a Group of Swarm Mobile Manipulators for a Pick-and-Place Task, Student Thesis STUD-494.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
  In co-supervision with Fatemeh Ansarieshlaghi, M.Sc.
• Experimental Study on Control of a Mobile Manipulator for a Pick-and-Place Task, Bachelor Thesis BSC-113.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
  In co-supervision with Fatemeh Ansarieshlaghi, M.Sc.
• Modellierung, Simulation, Optimierung und Bau eines Quadrocopter, Student Project Work SA-25.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
• Stereo Vision-based Object Estimation and Tracking in Robotics, Master Thesis MSC-281.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
  In co-supervision with Henrik Ebel, M.Sc.
• Modellierung, Simulation, Optimierung und Bau eines Quadrocopter, Student Project Work SA-23.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
• 
  Institut für Technische und Numerische Mechanik, Universität Stuttgart, 2018.

Simulation of Friction Stir Welding using Smoothed Particle Hydrodynamics

black: published, green: accepted for publication,  orange: submitted for publication

• Shishova, E.; Panzer, F.; Werz, M.; Eberhard, P.: Reversible Inter-Particle Bonding in SPH for Improved Simulation of Friction Stir Welding, Journal of Computational Particle Mechanics. [DOI: 10.1007/s40571-022-00510-9]

• Panzer, F.; Shishova, E.; Werz, M.; Weihe, S.; Eberhard, P.; Schmauder, S.: A physically based material model for the simulation of friction stir welding. [DOI: 10.3139/120.111523]

• Shishova, E.; Spreng, F.; Hamann, D.; Eberhard, P.: Tracking of Material Orientation in Updated Lagrangian SPH, Journal of Computational Particle Mechanics. [DOI: 10.1007/s40571-019-00225-4]

• Shishova, E.: Development of an automated simulation environment for Body in White joining techniques, Master's thesis. Aalto University, 2017.

• 27. August 2021: ICTAM, Milano, Italy, "Towards the Simulation of the Friction Stir Welding Process with the Smoothed Particle Hydrodynamics Method"
• 17. March 2021: GAMM, Kassel, "Towards the Simulation of the Friction Stir Welding Process with the Smoothed Particle Hydrodynamics Method"
• 29. October 2019: Particles, Barcelona, Spain, "Simulation of Friction Stir Welding with the Smoothed Particle Hydrodynamics Method"
• 3. June 2019: Statusseminar ITM, Bad Herrenalb, "Wild adventures of particles in the Frictionland"
• 26. November 2018: MPA Materials Mechanics Seminar, Stuttgart, "A microstructure based material model for the simulation of friction stir welding using smoothed particle hydrodynamics"
• 29. May 2018: Statusseminar ITM, Bad Herrenalb, "Simulation of Friction Stir Welding"

• Validation and parameter study of friction models using Smoothed Particle Hydrodynamics for solids, Bachelor Thesis. University of Stuttgart, Institute of Engineering and Computational Mechanics, 2019.

Experimental and Numerical Analysis of Musical Instruments

black: published, green: accepted for publication,  orange: submitted for publication

• Brauchler, A.; Gonzalez, S.; Vierneisel, M.; Ziegler, P.; Antonacci, F.; Sarti, A.; Eberhard, P.: Model-Predicted Geometry Variations to Compensate Material Variability in the Design of Classical Guitars.
  Preprint Research Square, DOI: 10.21203/rs.3.rs-2014605/v1
   
• Rettberg, J.; Wittwar, D.; Buchfink, P.; Brauchler, A.; Ziegler, P.; Fehr, J.; Haasdonk, B.: Port-Hamiltonian Fluid-Structure Interaction Modeling and Structure-Preserving Model Order Reduction of a Classical Guitar.
  Mathematical and Computer Modelling of Dynamical Systems, 2022. Preprint ArXiv: http://arxiv.org/abs/2203.10061
   
• Brauchler, A; Hose, D.; Ziegler, P.; Hanss, M.; Eberhard, P.: Distinguishing Geometrically Identical Instruments: Possibilistic Identification of Material Parameters in a Parametrically Model Order Reduced Finite Element Model of a Classical Guitar. Journal of Sound and Vibration, Vol. 535, p. 117071, 2022.
  [ DOI: 10.1016/j.jsv.2022.117071 ]
  
  
• Brauchler, A; Ziegler, P.; Eberhard, P.: Material Parameter Identification of Classical Guitars by Means of Surrogate Models Based on Parametric Model Order Reduction.
  Fortschritte der Akustik - DAGA 2022, Stuttgart, March 21-24, 2022.
  
  
• Brauchler, A; Ziegler, P.; Eberhard, P.: Identifikation der Materialparameter klassischer Gitarren auf Basis parametrisch modellordnungsreduzierter Finite Elemente Modelle (in German).
  Modelle der physikalischen Akustik Folien-Repositorium, Technical University of Darmstadt, 2021.
  [ DOI: 10.48328/tudatalib-798 ]
  
  
• Brauchler, A; Ziegler, P.; Eberhard, P.: Modeling the Body of a Classical Guitar Using the Finite Element Method and Experimental Modal Analysis.
  Fortschritte der Akustik - DAGA 2021, Vienna, August 15-18, 2021.
  
  
• Brauchler, A; Ziegler, P.; Eberhard, P.: An Entirely Reverse-Engineered Finite Element Model of a Classical Guitar in Comparison with Experimental Data. The Journal of the Acoustical Society of America, Vol. 149, No. 6, p. 4450-4462, 2021.
  [ DOI: 10.1121/10.0005310 ]
  
  
• Brauchler, A; Ziegler, P.; Eberhard, P.: Numerical Models for Classical Guitars with Updated Parameters from Experimental Data.
  Proceedings of Forum Acusticum 2020, Lyon, December 7-11, 2020.
  [ DOI: 10.48465/fa.2020.0072 ]
  
  
• Brauchler, A; Ziegler, P.; Eberhard, P.: Examination of Polarization Coupling in a Plucked Musical Instrument String via Experiments and Simulations. Acta Acustica, Vol. 4, No. 3, Paper No. 9 (12 pages), 2020.
  [ DOI: 10.1051/aacus/2020008]
  
  
• Brauchler. A.; Ziegler, P.; Benatti Camargo, S.; Eberhard, P.: Experimental and Simulative Examination of the String-Soundboard Coupling of an Acoustic Guitar.
  Proceedings of ISMA 2019, Detmold, September 13-17, 2019.
  
  
• Brauchler, A.; Ziegler, P.; Eberhard, P.: Experimentelle und numerische Untersuchung des Einflusses realistischer Randbedingungen auf Saitenschwingungen (in German).
  Fortschritte der Akustik - DAGA 2019, Rostock, March 18-21, 2019.
  
  
• Brauchler, A.; Ziegler, P.; Eberhard, P.: Experimental and Simulative Examination of Plucked Musical Instrument Strings, Masterthesis MSC-272.
  Institute of Engineering and Computational Mechanics, Stuttgart, 2018. (Eberhard, P; Ziegler, P.)
  
  
• Yamashita, H.; Chen, G.; Brauchler, A.; Ruan, Y.; Jayakumar, P; Sugiyama, H.: Computer Implementation of Hierarchical FE-DE Multiscale Approach for Modeling Deformable Soil in Multibody Dynamics Simulation.
  Proceedings of the ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Quebec, August 26-29, 2018.

• Brauchler, A.: Towards a Physics-Based Multiscale Continuum-Discrete Deformable Terrain Model for off-Road Mobility Simulation, SimTech-Researchthesis STUD-469.
  College of Engineering: University of Iowa, Iowa City, 2017. (Eberhard, P; Sugiyama, H.)

• Brauchler, A.: Einfluss der Markov-Parameter bei der Simulation von Stoßvorgängen (in German), Bachelorthesis BSC-57.
  Institute of Engineering and Computational Mechanics, Stuttgart, 2015. (Eberhard, P; Holzwarth, P; Walz, N.)

• October 18, 2022: IMSD 2022, New Delhi (India, online), "Model Updating and Geometry Optimisation on the Numerical Model of a Classical Guitar."
  
  
• September 22, 2022: Mondo Acustica 2022, Cremona (Italy), "Detailed Finite Element Models and Efficient Reduced Order Models – Steps Towards Predictive Virtual Prototypes in Classical Guitar Making."
  
  
• September 12, 2022: Vienna Talk 2020/22, Vienna (Austria), "Towards Acoustic Copies of Guitars - Predicting the Effect of Geometry Modifications on Guitar Soundboards."
  
  
• September 12, 2022: Vienna Talk 2020/22, Vienna (Austria), "Material Parameter Identification of Complete Guitars - Accomplishments and Limitations", Poster Presentation.
  
  
• July 25, 2022: Statusseminar ITM, Hösbach (Germany), "Guitar Hero Vol.4 - Shape of You."
  
  
• March 22, 2022: DAGA 2022, Stuttgart (Germany), "Material Parameter Identification of Classical Guitars by Means of Surrogate Models Based on Parametric Model Order Reduction."
  
  
• November 24, 2021: Statusseminar ITM, Monbachtal (Germany), "Guitar Hero Vol 3 - Blurred Lines."
  
  
• October 21, 2021: DEGA Workshop Physical Acoustics, Bad Honnef (Germany),
  "Identifikation der Materialparameter klassischer Gitarren auf Basis parametrisch modellordnungsreduzierter Finite Elemente Modelle (in German)."
  
  
• October 15, 2021: Guest Lecture in the Seminar of the Musical Acoustics Lab (DEIB Politecnico Milano), Cremona (Italy),
  "The Ingredients of Numerical Guitar Models and How They Can Help Understanding Existing Instruments."
  
  
• August 18, 2021: DAGA 2021, Vienna (Austria),
  "Modeling the Body of a Classical Guitar Using the Finite Element Method and Experimental Modal Analysis."
  
  
• June 8, 2021: ASA Acoustics in Focus (online),
  "Reverse-Engineering a Digital Twin of a Classical Guitar Using the Finite Element Method and Experimental Modal Analysis."
  
  
• December 10, 2020: Forum Acusticum 2020, Lyon (France, online),
  "Numerical Models for Classical Guitars with Updated Parameters from Experimental Data."
  
  
• May 29, 2020: Project Presentation, Weissach (Germany, online),
  "Modal Analysis of Braking Discs with the Complex Mode Indicator Function and Enhanced Frequency Response Functions."
  
  
• September 15, 2019: ISMA 2019, Detmold (Germany),
  "Experimental and Simulative Examination of the String-Soundboard Coupling of an Acoustic Guitar."
  
  
• June 03, 2019: Statusseminar ITM, Bad-Herrenalb (Germany), "Guitar Hero Vol. 2 - Underneath Your Strings."
  
  
• March 19, 2019: DAGA 2019 - 45. Jahrestagung für Akustik, Rostock (Germany),
  "Experimentelle und numerische Untersuchung des Einflusses realistischer Randbedingungen auf Saitenschwingungen (in German)."
  
  
• May 28, 2018: Statusseminar ITM, Bad-Herrenalb (Germany), "The Temptation of Vibration - Plucked Musical Instrument Strings."
  
  
• May 22, 2017: Statusseminar ITM, Monbachtal (Germany), "Towards a Physics-Based Multiscale Continuum-Discrete Deformable Terrain Model for off-Road Mobility Simulation."

• Data-Based Discrepancy Modeling for a Parametrically Model Order Reduced Finite Element Model of a Classical Guitar , Master Thesis (ongoing).
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2022.
  In co-supervision with Dr.-Ing. Pascal Ziegler
  In cooperation with: Musical Acousticas Lab of the Politecnico Di Milano in Cremona.

• Influence Quantification of Design Parameters of Classical Guitars by Means of Numerical Models, SimTech Project Thesis SA-38.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2021.
  In co-supervision with Dr.-Ing. Pascal Ziegler

• Acoustic Modeling and Numerical Simulation of the Sound Radiation of a Guitar Box, Master Thesis MSC-323.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2022.
  In co-supervision with Dr.-Ing. Pascal Ziegler

• Application of the Response Surface Method to Identify Unknown Parameters of a Soundboard Model of a Classical Guitar, Student Thesis STUD-515.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2021.
  In co-supervision with Dr.-Ing. Pascal Ziegler

• Comparison of the Continuous Wavelet Transform with the Short-Time Fourier Transform in Time-Frequency Analysis of Vibrating Structures, Bachelor Thesis BSC-142.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2021.
  In co-supervision with Fabian Matter, M.Sc.

• Identification of Material Parameters of a Guitar using Parametrically Reduced Models, Master Thesis MSC-303.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2020.
  In co-supervision with Benjamin Fröhlich, M.Sc.
   
• Modeling of the Fluid-Structure Interaction between Guitar Body and Enclosed Air, SimTech Project Thesis SA-27.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2020.
  In co-supervision with Dr.-Ing. Pascal Ziegler

• Modeling and Optimization of the Bracing of a Classical Guitar, SimTech Project Thesis SA-30.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2019.
  In co-supervision with Dr.-Ing. Pascal Ziegler

• Modeling and Simulation of a Classical Guitar, Master Thesis MSC-286.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2019.
  In co-supervision with Dr.-Ing. Pascal Ziegler
  In cooperation with: Sapienza University of Rome.

• Nonlinear Coupling of the Transversal and Longitudinal String Oscillation, Bachelor Thesis BSC-103.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2019.
  In co-supervision with Dr.-Ing. Pascal Ziegler

• Influence of the Saddle on the Shape of the String Oscillation of the Acoustic Guitar, Bachelor Thesis BSC-102.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2019.
  In co-supervision with Dr.-Ing. Pascal Ziegler

Numerical and Experimental Analyses on Disc Brakes

Black: Published,  green: accepted for publication,  orange: submitted

• Matter,F.; Iroz, I.; Eberhard, P.: Methods of Model Order Reduction for Coupled Systems Applied to a Brake Disc-Wheel Composite. PAMM Proceedings in Applied Mathematics and Mechanics 2022. (accepted for publication)
  
  
• Matter,F.; Iroz, I.; Eberhard, P.: Simulative Frequency-Domain Analysis of Automotive Brake Systems. GAMM-Mitteilungen 2023. (submitted)
  
  
• Hahn, L.; Matter, F.; Eberhard, P.: Transient Optical Simulation by Coupling Finite Elements, Elastic MultibodySystems and Ray Tracing.
  Journal of the European Optical Society-Rapid Publications: special EOSAM 2021 issue, 2021. (submitted)
  
  
• Hahn, L.; Matter, F.; Eberhard, P.: Transient Optical Simulation by Coupling Finite Elements, Elastic MultibodySystems and Ray Tracing.
  Extended Abstract für das EOS Annual Meeting (EOSAM), Rom, Italien, 2021.
  
  
• Matter, F.; Fröhlich, B.; Iroz, I.; Eberhard, P.: Investigations of Disc Brake Squeal Using Model Order Reduction Approaches for the Complex Eigenvalue Analysis. 27th International Congress on Sound and Vibration 2020.
  
  
• Matter, F.; Ziegler, P.; Iroz, I.; Eberhard, P.: Simulation of Thermoelastic Problems with the Finite Element Method. PAMM Proceedings in Applied Mathematics and Mechanics 2019.
  
  
• Matter, F.: Beschreibung von Wärmeausbreitungsvorgängen in Scheibenbremssystemen mit elastischen Körpern, Masterthesis MSC-265. Institute of Engineering and Computational Mechanics, Stuttgart, 2018. (Eberhard, P.; Ziegler, P.; Hu, H.)
  
  
• Matter, F.: Entwicklung und Implementierung einer Strategie in der parametrischen Modellordnungsreduktion zur Berücksichtigung lokaler Deformationsansätze für einen kontinuierlich fortlaufenden Zahnkontakt, Researchthesis STUD-464. Institute of Engineering and Computational Mechanics, Stuttgart, 2017. (Eberhard, P.; Fröhlich, B.; Schurr, D.)

• September 13th, 2022: International Conference on Noise and Vibration Engineering (ISMA), Leuven, "Brake Squeal Analysis using Parametric Model Order Reduction"
  
  
• August 17th, 2022: 92nd GAMM Annual Meeting, Aachen, "Methods of Model Order Reduction for Coupled Systems Applied to a Brake Disc-Wheel Composite"
  
  
• July 25th, 2022: Statusseminar Institut für Technische und Numerische Mechanik, Kloster Schmerlenbach, Hösbach,"Parametrische Ansätze der Modellordnungsreduktion im Bereich der Komplexen
  Eigenwertanalyse reibungserregter Systeme"
  
  
• November 26th, 2021: Statusseminar Institut für Technische und Numerische Mechanik, online, "Methoden der Modellreduktion im Bereich parametrischer Bremsenmodelle"
  
  
• July, 12th, 2021: 27^th International Congress on Sound and Vibration (ICSV), online, "Investigations of disc brake squeal using model order reduction approaches for the complex eigenvalue analysis"
  
  
• Juni 3rd, 2019: Statusseminar Institut für Technische und Numerische Mechanik, Bad Herrenalb,
  "Speeding up the Thermomechanics"
  
  
• February 22nd, 2019: 90th GAMM Annual Meeting, Vienna,
  "Simulation of Thermoelastic Problems with the Finite Element Method"
  
  
• May 28th, 2018: Statusseminar Institut für Technische und Numerische Mechanik, Bad Herrenalb,
  "Beschreibung von Wärmeausbreitungsvorgängen in Scheibenbremssystemen mit elastischen Körpern"

• Model reduction of connected components of a brake system and experimental validation, Masterarbeit (running).
  Betreuung gemientam mit Lennart Frie, M.Sc.
  
  
• Model Order Reduction of a Thermo-Mechanical Disc Brake in a Port-Hamiltonian Representation, Master Thesis MSC-327.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2021.
  In co-supervision with Johannes Rettberg, M.Sc.
  
  
• Comparison of the Continuous Wavelet Transform with the Short-Time Fourier Transform in Time-Frequency Analysis of Vibrating Structures, Bachelor Thesis BSC-142.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2021.
  In co-supervision with Alexander Brauchler, M.Sc.
  
  
• Optimization of the Thermomechanical-Optical Simulation for Optical Systems, STUD-514.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2021.
  
  In co-supervision with Luzia Hahn, M.Sc.
• Investigations on the Selection of the Expansion Points of Parametrically Reduced Brake Models, Student Thesis STUD-509.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2020.
  
  
• Analysis of the Dynamics of Linked Minimal Models for Brake Squeal, Bachelor Thesis BSC-132.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2020.
  
  
• Thermomechanical Analysis of an Optical System by Coupling FEM and Ray Tracing, Student Thesis STUD-501.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2020.
  In co-supervision with Luzia Hahn, M.Sc.
  
  
• Implementation and Investigations of Co-Simulations for Thermoelastic Problems, Student Thesis STUD-492.
  University of Stuttgart, Institute of Engineering and Computational Mechanics, 2019.

Passive Motorcycle Safety

Google Scholar profile

Dissertation

Maier, S.: Simulation of a Novel Restraint Safety Concept for Motorcycles. Dissertation, Schriften aus dem Institut für Technische und Numerische Mechanik der Universität Stuttgart, Vol. 79. Aachen: Shaker, 2023.
[ ISBN: 978-3-8440-9219-6 ]

Articles and conference proceedings

black: published, green: accepted for publication, orange: submitted for publication  

• Fahse, N.; Millard M.; Kempter F.; Maier, S.; Roller M.; Fehr, J.: Dynamic Human Body Models in Vehicle Safety: An Overview. GAMM-Mitteilungen 2023.
  [ Preprint ] [ DOI: 10.1002/gamm.202300007 ]
    
• Maier, S.; Fehr, J.: Accident Simulations of a Novel Restraint Safety Concept for Motorcyclists. In Proceedings of the 27th International Technical Conference on the Enhanced Safety of Vehicles (ESV), 23-0189, Yokohama, 3. - 6. April 2023.
  [ Link ] [ DOI: 10.18419/opus-13030 ]
    
• Maier, S.; Fehr, J.: Efficient Simulation Strategy to Design a Safer Motorcycle. Multibody System Dynamics, 2023.
  [ DOI: 10.1007/s11044-023-09879-8 ]
    
• Maier, S.; Kempter, F.; Kronwitter, S.; Fehr, J.: Positioning and Simulation of Human Body Models on a Motorcycle with a Novel Restraint System. In Proceedings of the IRCOBI Conference, IRC-22-22, pp. 82–96, Porto, September 14-16, 2022.
  [ Link ] [DOI: 10.18419/opus-12377 ]
      
• Maier, S.; Fehr, J.: Multi-Stage MBS and FE Simulation Strategy to Design a Safe Motorcycle (Extended Abstract). Proceedings of ECCOMAS Thematic Conference on Multibody Dynamics, Budapest, December 12-15, 2021.
  [ Link ]
    
• Maier, S.; Helbig, M.; Hertneck, H.; Fehr, J.: Characterisation of an Energy Absorbing Foam for Motorcycle Rider Protection in LS-DYNA. Proceedings of the 13th European LS-DYNA Conference, Ulm, October 5-7, 2021.
  [ Link ] [DOI: 10.18419/opus-12000 ]
    
• Maier, S.; Doléac L.; Hertneck H.; Stahlschmidt S.; Fehr J.: Finite Element Simulations of Motorcyclist Interaction with a Novel Passive Safety Concept for Motorcycles. In Proceedings of IRCOBI Conference, IRC-21-17, pp. 60–78, Munich, September 8-10, 2021.
  [ Link ] [DOI: 10.18419/opus-11900 ]
    
• Maier, S.; Doléac L.; Hertneck H.; Stahlschmidt S.; Fehr J.: Evaluation of a Novel Passive Safety Concept for Motorcycles with Combined Multi-Body and Finite Element Simulations. In Proceedings of IRCOBI Conference, IRC-20-38, pp. 250-265, September 9, 2020.
  [ Link ] [DOI: 10.18419/opus-11899 ]
  
  
• Maier, S.; Kim, J.-Y.; Forstenhäusler, M.; Wall, J.; Jacobs, L.: Noncontact Nonlinear Resonance Ultrasound Spectroscopy (NRUS) for Small Metallic Specimens. PNDT & E International, Vol. 98, pp. 37–44, 2018.
  [DOI: 10.1016/j.ndteint.2018.04.003 ]
  
  
• Maier, S.: Noncontact Nonlinear Resonance Ultrasound Spectroscopy for Small Metallic Samples, Master thesis. School of Civil and Environmental Engineering, Georgia Institute of Technology, 2017.
  [ Link ]

• Maier, S.: Registered Cars and Motorized Two- and Three-wheelers in Worldwide Countries, DaRUS, 2023.
  [DOI: 10.18419/darus-3378]
    
• Rodegast, P.; Maier, S.; Kneifl, J.; Fehr, J.: Simulation Data from Motorcycle Sensors in Operational and Crash Scenarios, DaRUS, 2023.
  [DOI: 10.18419/darus-3301]

• Juli 19, 2023: Statusseminar ITM, Hösbach, "Project Digit@L - BOOST".
    
• July 7, 2023: Public talk on the dissertation topic at the Univerity of Stuttgart, "Simulation of a Novel Restraint Safety Concept for Motorcycles"
    
• April 4, 2023: 27th International Technical Conference on the Enhanced Safety of Vehicles (ESV), Yokohama, "Accident Simulations of a Novel Restraint Safety Concept for Motorcyclists".
    
• November 17, 2022: Human Modeling and Simulation in Automotive Engineering 2022, Wiesbaden, "Safe Motorcycle – Assessing Injury Risk Mitigation of a Novel Passive Safety System for Motorcycles using Human Body Models".
    
• September 14, 2022: IRCOBI Conference 2022, Porto, "Positioning and Simulation of Human Body Models on a Motorcycle with a Novel Restraint System".
    
• July 26, 2022: Statusseminar ITM, Hösbach, "Sicheres Motorrad".
    
• April 27, 2022: Tech Center i-protect Spring Conference Series 2022, Online Session, "Human Body Models Applied in a Multi-scale Multi-body and Finite Element Simulation Framework to Develop Safer Motorcycles".
     
• November 25, 2021: Statusseminar ITM, Monbachtal, "Rückhaltesystem für Motorradaufsassen - Projekt Sicheres Motorrad".
      
• October 21, 2021: Abschlussveranstaltung Technologietransferprogramm "Innovative Mobilitätstechnologien", Stuttgart, "Sicheres Motorrad".
    
• October 6, 2021: 13th European LS-DYNA Conference, Ulm, "Characterisation of an Energy Absorbing Foam for Motorcycle Rider Protection in LS-DYNA".
    
• September 8, 2021: IRCOBI Conference 2021, Online session, "Finite Element Simulations of Motorcyclist Interaction with a Novel Passive Safety Concept for Motorcycles".

• November 5, 2020: Zulieferertag Automobilwirtschaft BW 2020, Virtueller Themenraum, "Technologietransferprogramm - Austausch von Wissenschaft und Wirtschaft: Sicheres Motorrad".
  
  
• September 9, 2020: IRCOBI Conference 2020, Online session, "Evaluation of a Novel Passive Safety Concept for Motorcycles with Combined Multi-Body and Finite Element Simulations".
  
  
• August 5, 2020: e-mobil BW, Stuttgart, "Sicheres Motorrad -  Ein Projekt des Technologietransferprogramms".
  [ Video ]
  
  
• June 4, 2019: Statusseminar ITM, Bad Herrenalb, "Projekt Sicheres Motorrad".

• Maier, S.: "Noncontact Nonlinear Resonance Ultrasound Spectroscopy for Small Metallic Specimens". Quantitative Nondestructive Evaluation (QNDE) Conference, Provo, USA, 2017.

• "Injury Assessment of Motorcycle Accidents with Human Body Models.", bachelor thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2023. (running)
    
• "Data-based Surrogate Modeling of the Collision Interaction of a Motorcycle with a Passenger Car", student thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2022.
  In co-supervision with Jonas Kneifl, M.Sc.
    
• "Collision Detection of a Motorcycle in Accident Scenarios Using Machine Learning Algorithms", master thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2022.
  In co-supervision with Jonas Kneifl, M.Sc.
       
• "Investigation of a Motorcycle and Motorcyclist in Collisions with Roadside Barriers in the Multi-Body Simulation Environment Madymo", bachelor thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2022.
  
  
• "Evaluation of Sensor Concepts for Motorcycle Accident Detection", bachelor thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
  
  
• "Simulation of Motorcycle Accident Scenarios with Human Models", student thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
  In co-supervision with Fabian Kempter M.Sc.
    
• "Development of a Transfer Methodology for the Positioning of Virtual
  Occupant Models in MADYMO from RAMSIS", master thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
  In co-supervision with Florian Bechler, M.Sc.
    
• "Further Development of a Finite Element Model of a Motorcycle in LS-DYNA", student thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
  
  
• "Development of a Finite Element Model of a Motorcycle in LS-DYNA", Studienarbeit. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
  
  
• "Investigation of the Accident Behaviour of a Motorcycle and Motorcyclist with the Multi-Body Simulation Software Madymo", bachelor thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2020.
  
  
• "Calibration of a Multibody Model of a Motorcycle Based on Crash Test Data from Laboratory Tests", bachelor thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
  
  
• "Simulation and Analysis of the Influence of an Airbag on the Crashworthiness of Motorcycles", bachelor thesis. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.

Modeling of Laser Keyhole Welding with Smoothed Particle Hydrodynamics

black: published, green: accepted for publication, orange: submitted for publication

• Sollich, D.; Eberhard, P.: Comparison of Incompressible and Weakly-Compressible SPH for the Simulation of Laser Beam Welding.
  In Proceedings of the 8th International Conference on Particle-Based Methods (PARTICLES 2023), Milan, Italy, 2023.

• Sollich, D.; Eberhard, P.: Modeling of Pore Formation in Deep Penetration Laser Beam Welding Using the SPH Method.
  In Proceedings of the 17th International Smoothed Particle Hydrodynamics European Research Interest Community Virtual Workshop (SPHERIC 2023), Rhodes, Greece, pp. 93–100, 2023.

• Sollich, D.; Fetzer, F.; Eberhard, P.: Effect of Laser Beam Scattering in SPH-Simulation of Deep Penetration Laser Beam Welding.
  In Proceedings of the 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022), Oslo, Norway, 2022.

• Sollich, D.; Reinheimer, R.N.; Wagner, J.; Berger, P.; Eberhard, P.: An Improved Recoil Pressure Boundary Condition for the Simulation of Deep Penetration Laser Beam Welding Using the SPH Method.
  European Journal of Mechanics - B/Fluids, Vol. 96, pp. 26-38, 2022. DOI: 10.1016/j.euromechflu.2022.06.001

• Sollich, D.; Eberhard, P.: Adaptive Smoothed Particle Hydrodynamics for the Simulation of Laser Beam Welding Processes.
  In Proceedings of the 15th International Smoothed Particle Hydrodynamics European Research Interest Community Workshop (SPHERIC 2021), Newark, NJ, USA, pp. 158–165, 2021.

• November 2, 2023: 26th SPH Super Group Meeting (SPH-SGM); "Simulation of Laser Beam Welding Using SPH"

• October 9, 2023: 8th International Conference on Particle-Based Methods (PARTICLES 2023); "Comparison of Incompressible and Weakly-Compressible SPH for the Simulation of Laser Beam Welding"

• July 17, 2023: ITM Status Seminar, Schmerlenbach; "Towards Laser Beam Welding Without Process Instabilities Using Efficient SPH Simulations"

• June 27, 2023: 17th International Smoothed Particle Hydrodynamics European Research Interest Community Workshop (SPHERIC 2023); "Modeling of Pore Formation in Deep Penetration Laser Beam Welding Using the SPH Method"

• November 23, 2022: Smoothed Particle Hydrodynamics Workshop of the GAMM-Junior Group, University of Stuttgart; "Modeling of Laser Beam Welding Using SPH"

• July 26, 2022: ITM Status Seminar, Schmerlenbach; "Towards the Modeling of Pore Formation During Deep Penetration Laser Beam Welding"

• June 7, 2022: 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022); "Effect of Laser Beam Scattering in SPH-Simulation of Deep Penetration Laser Beam Welding"

• November 25, 2021: ITM Status Seminar, Monbachtal; "Modeling of Evaporation and Scattering in the Capillary During Laser Beam Welding"

• June 9, 2021: 15th International Smoothed Particle Hydrodynamics European Research Interest Community Workshop (SPHERIC 2021); "Adaptive Smoothed Particle Hydrodynamics for the Simulation of Laser Beam Welding Processes"

• May 25, 2021: International Symposium on Co-Simulation and Solver Coupling in Dynamics (COSIM 2021); "Co-Simulation of Deep Penetration Laser Beam Welding by Coupling Adaptive Smoothed Particle Hydrodynamics with a Ray-Tracing Approach"

• June 30, 2020: ITM Status Seminar (virtual); "Simulation of Deep Penetration Laser Welding Using Adaptive SPH"

• June 4, 2019: ITM Status Seminar, Bad Herrenalb; "Von Zuverlässigkeitsanalysen am CERN zur Modellierung des Laser-Tiefschweißprozesses"

• Development of a Discretization-Error-Based Adaptivity Criterion for the Meshless Numerical Simulation Method Smoothed Particle Hydrodynamics, Master Thesis.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
  In co-supervision with Dr.-Ing. Fabian Spreng.

• Numerical Investigation for the Application and Evaluation of Kernel Functions for the Smoothed Particle Hydrodynamics Method, Bachelor Thesis.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
  In co-supervision with Andreas Baumann, M.Sc.

• Implementation of a High-Density Multiphase Flow Model with the  Smoothed Particle Hydrodynamics Method, Master Thesis.
  Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.

Control of Multibody Systems, Distributed Control of Mechanical Systems, distributed control and organization of communicating mobile robots (Dissertation)

Dynamics of hearing

black: published,  green: accepted for publication,  orange: submitted for publication

• Winkler, S.; Sackmann, B.; Priwitzer, B.; Lauxmann, M.: Interpreting XGB using LIME and SHAP for Otosclerosis and Disarticulation Diagnosis. Current Directions in Biomedical Engineering, Vol. 10, No. 4, pp. 677-681, 2024. DOI: 10.1515/cdbme-2024-2166

• Winkler, S. T.; Sackmann, B.; Priwitzer, B.; Lauxmann, M.: Exploring Machine Learning Diagnostic Decisions Based on Wideband Immittance Measurements for Otosclerosis and Disarticulation. Journal of Medical Artificial Intelligence, Vol. 7, No. 9, pp. 1-17, 2024. DOI: 10.21037/jmai-24-10

• Lauxmann, M.; Viehl, F.; Priwitzer, B.; Sackmann, B.: Preliminary Results of Classifying Otosclerosis and Disarticulation Using a Convolutional Neural Network Trained with Simulated Wideband Acoustic Immittance Data. Heliyon, Vol. 10, No. 12, paper e32733, 2024. DOI: 10.1016/j.heliyon.2024.e32733

• Bevis, N.; Sackmann, B.; Effertz, T.; Lauxmann, M.; Beutner, D.: The Impact of Tympanic Membrane Perforations on Middle Ear Transfer Function. European Archives of Oto-Rhino-Laryngology, Vol. 279, pp. 3399-3406, 2022. DOI: 10.1007/s00405-021-07078-9
  

• Sackmann, B.; Eberhard, P.; Lauxmann, M.: Parameter Identification from Normal and Pathological Middle Ears Using a Tailored Parameter Identification Algorithm. Journal of Biomechanical Engineering, Vol. 144, No. 3, pp.031006, 2022. DOI: 10.1115/1.4052371
  

• Warnholtz, B.; Schär, M.; Sackmann, B.; Lauxmann, M.; Chatzimichalis, M.; Prochazka, L.; Dobrev, I.; Huber, A.M.; Sim, J.H.: Contribution of the flexible incudo-malleal joint to middle-ear sound transmission under static pressure loads. Hearing Research, Vol. 406, paper 108272, 2021. DOI: 10.1016/j.heares.2021.108272

• Burovikhin, D.; Sackmann, B.; Schär, M.; Sim, J.H.; Lauxmann, M.: Parameter Identification of a Human Stapedial Annular Ligament Model in the Context of a Model-Based Hearing Diagnosis of the Human Middle Ear. Burgert, O., Hirt, B. (eds.) Tagungsband der 18. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie e.V. (CURAC), Reutlingen, 2019.

• Sackmann, B.; Priwitzer, B.; Lauxmann, M.: Model-based Hearing Diagnosis of Middle Ear Condition Using Inverse Fuzzy Arithmetic and Artificial Neuronal Network. Burgert, O., Hirt, B. (eds.) Tagungsband der 18. Jahrestagung der Deutschen Gesellschaft für Computer-und Roboterassistierte Chirurgie e.V. (CURAC), Reutlingen, 2019.

• Burovikhin, D.; Sackmann, B.; Schär, M.; Sim, J.H.; Eberhard, P.; Lauxmann, M.: Investigation of Inhomogeneous Stiffness and Damping Characteristics of the Human Stapedial Anular Ligament. Proceedings of the ECCOMAS Multibody Dynamics Conference 2019, Duisburg, Germany, July, 15–18, 2019.

• Sackmann, B.; Warnholtz, B.; Sim, J.H.; Burovikhin, D.; Dalhoff, E.; Eberhard, P.; Lauxmann, M.: Investigation of Tympanic Membrane Influences on Middle-Ear Impedance Measurements and Simulations. Proceedings of the ECCOMAS Multibody Dynamics Conference 2019, Duisburg, Germany, July, 15–18, 2019.

• Sackmann, B.; Dalhoff, E.; Lauxmann, M.: Model-Based Hearing Diagnostics based on Wideband Tympanometry Measurements utilizing Fuzzy Arithmetic. Hearing Research, Vol. 378, pp. 126-138, 2019. DOI: 10.1016/j.heares.2019.02.011

• Warnholtz, B.; Sackmann, B.; Schär, M.; Burovikhin, D.; Cuny, P.; Lauxmann, M.; Sim, J.H.: Contribution of the Flexible Incudomalleal Joint to Hearing under Static Pressure Change. Abstract at: 42nd Annual Midwinter Meeting of the Association for Research in Otolaryngology (ARO), February 2019, Baltimore, Maryland, USA.

• Sackmann, B.; Eberhard, P.; Dalhoff, E.; Lauxmann, M.: Patient-Specific Functional Model-Based Hearing Diagnostic. Abstract at: The 8th International Symposium on Middle-Ear Mechanics in Research and Otology (MEMRO), July 2018, Shanghai, China.

• Sackmann, B.: Aufbau und Optimierung einer Messumgebung zur Charakterisierung der statischen und dynamischen Eigenschaften von Hörimplantaten, Master Thesis. Fakultät Technik, Hochschule Reutlingen, 2017.

• 19. September 2024: 58th DGBMT Annual Conference on Biomedical Engineering (BMT 2024), Stuttgart, "Development of a Stochastic Finite-Element Model for Use in the Diagnosis of Middle-Ear Pathologies"
  

• 27. Juli 2022: ITM Statusseminar, Schmerlenbach; "Model-Based Hearing Diagnosis - Summary & Final Step(s)"

• 23. Juni 2022: 9th International Symposium on Middle Ear 
  Mechanics in Research and Otology (MEMRO), Boulder, USA, "Model-Based 
  Hearing Diagnosis based on Monte-Carlo Parameter Estimation and Artificial 
  Neural Networks"
  

• 26. November 2021: ITM Statusseminar, Monbachtal; "Model-Based Hearing Diagnosis - Review and Next Step"

• 7. Oktober 2021: 55th Annual Conference of the German Society 
  for Biomedical Engineering (VDE|DGBMT), Hannover, "Development of a 
  predictive middle-ear model for the model-based diagnosis of middle-ear 
  pathologies"

• September 30, 2020: 54th Annual Conference of the German Society for Biomedical Engineering (VDE|DGBMT), Leipzig, "Characteristics in Wideband Acoustic Immittance Measurements and their Underlying Mechanical Causes"
  
  
• September 19, 2019: 18. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC 2019), Reutlingen, "Model-Based Hearing Diagnosis of Middle Ear Condition Using Inverse Fuzzy Arithmetic and Artificial Neuronal Network"

• September 2, 2019: MNMUQ Summer School, Porquerolles, Frankreich, "Personalized, Model-Based, Functional Hearing Diagnosis of Middle Ear Condition"

• July 18, 2019: ECCOMAS Multibody Dynamics Conference, Duisburg, "Investigation of Tympanic Membrane Influences on Middle-Ear Impedance Measurements and Simulations"

• June 4, 2019: ITM Statusseminar, Bad Herrenalb; "Model-Based Hearing Diagnosis - Progress and Approaches"

• July 8, 2018: The 8th International Symposium on Middle-Ear Mechanics in Research and Otology (MEMRO), Shanghai, China; "Patient-Specific Functional Model-Based Hearing Diagnostic"

• May 28, 2018: ITM Statusseminar, Bad Herrenalb; "Nichtlineare Modellierung des Mittelohrs und dessen Anwendung in der medizinischen Diagnostik"

• Parametrisierung einer netzbasierten Formvariation zur Untersuchung des Einflusses der Trommelfellgeometrie auf Messgrößen der Hördiagnostik, Masterarbeit MSC-309. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2021.
  
  
• Implementierung eines Parameteridentifikationsalgorithmus basierend auf Impedanzmessungen am Mittelohr, Bachelorarbeit BSC-108. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2019.
  
  
• Untersuchungen zur Implementierung eines detaillierten Innenohrmodells in ein Simulationsmodell des Mittelohrs, Bachelorarbeit BSC-101. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
  
  
• Untersuchungen zur Kalibrierung einer Breitband-Tympanometrie-Sonde in Messung und Simulation, Bachelorarbeit BSC-99. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.
  
  
• Katalogisierung und Untersuchung der Unsicherheiten von biometrischen Mittelohrdaten, Bachelorarbeit BSC-93. Institute of Engineering and Computational Mechanics, University of Stuttgart, 2018.