- Farzad Rezazadeh P, Amin Abrishambaf, Axel Dürrbaum, Gregor Zimmermann, Andreas Kroll: Investigating Reproducibility of Ultra-High Performance Concrete with Consistent Mechanical Properties: A Modeling Pipeline for Sparse Data in Complex Manufacturing, 34. Workshop Computational Intelligence, 143-148, KIT Scientific Publishing, 10.5445/KSP/1000174544, https://doi.org/10.5445/KSP/1000174544, 2024
- Farzad Rezazadeh P, Amin Abrishambaf, Axel Dürrbaum, Gregor Zimmermann, Andreas Kroll: An Automated Modeling Pipeline for Investigating Consistency in the Mechanical Properties of Ultra-High Performance Concrete, Engineering Applications of Artificial Intelligence, 2024
- Farzad Rezazadeh, Axel Dürrbaum, Gregor Zimmermann, Andreas Kroll: Holistic Modeling of Ultra-High Performance Concrete Production Process: Synergizing Mix Design Fresh Concrete Properties and Curing Conditions, 33. Workshop Computational Intelligence, 215-237, KIT Scientific Publishing, 10.5445/KSP/1000162754, https://doi.org/10.5445/KSP/1000162754, 2023
- Farzad Rezazadeh, Axel Dürrbaum, Gregor Zimmermann, Andreas Kroll: Leveraging Ensemble Structures to Elucidate the Impact of Factors that Influence the Quality of Ultra–High Performance Concrete, 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 180-187, 10.1109/SSCI52147.2023.10371800, https://ieeexplore.ieee.org/document/10371800, 2023
- Axel Dürrbaum, Farzad Rezazadeh, Andreas Kroll: Automatic Camera-based advanced Slump FlowTesting for Improved Reliability, IEEE Sensors 2023, 10.1109/SENSORS56945.2023.10325030, https://ieeexplore.ieee.org/document/10325030, 2023
- Axel Dürrbaum, Matthias Kahl, Matthias Himmelsbach, Andreas Kroll: Toolbox zur Identifikation von Takagi-Sugeno-Fuzzy-Modellen, at - Automatisierungstechnik, 69, Oktober, 915-916, https://doi.org/10.1515/auto-2021-0079, 2021
- A. Kroll, A. Dürrbaum, A. Rehmer, M. Gringard: Task Force Nichtlineare Dynamik PI-II - Abschlussbericht, techreport, MRT-Nr. TR-028, 2020
- Andreas Kroll, Axel Dürrbaum: Zukunftswerkstatt "Smart Factory", MoWiN.net Jahrerücklick 2018, 50, https://www.mowin.net/fileadmin/mowin/dokumente/Jahresrueckblick/2018/WEBVERSIONJahresrueckblick2018.pdf, 2019
- Lars Kistner, Axel Dürrbaum, Andreas Kroll: Ein autonomes, mobiles Multi-Roboter-System für Intralogistik in der Produktion, Automation 2018, VDI Wissensforum GmbH, Online, https://www.vdi-nachrichten.com/wp-content/uploads/2019/09/11004InhaltWebAutomation2330.pdf, 2018
- Axel Dürrbaum: µPlant: Eine automatisierungstechnisch-orientierte Modellfabrik für Forschung und Lehre, 2017
- Andreas Kroll, Axel Dürrbaum, David Arengas, Hassan Al Mawla, Lars Kistner, Alexander Rehmer: µPlant: Eine automatisierungstechnisch-orientierte Modellfabrik für vernetzte heterogene Systeme, atp edition, 59, 9, 40-53, https://atpinfo.de/produkt/plant-modellfabrik-fuer-vernetzte-heterogene-anlagen/, 2017
- Andreas Kroll, Axel Dürrbaum: On optimal experiment design for identifying premise and conclusion parameters of Takagi-Sugeno models: nonlinear regression case, Applied Soft Computing, 60, 407 - 422, 10.1016/j.asoc.2017.07.015, https://reader.elsevier.com/reader/sd/pii/S1568494617304246, 2017
- Axel Dürrbaum, Andreas Kroll: On robust experiment design for identifying locally affine Takagi-Sugeno models, IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), 10.1109/SMC.2016.7844506, https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7844506, 2016
- A. Kroll, A. Dürrbaum, D. Arengas, B. Jäschke, H. Al Mawla, A. Geiger: µPlant: Model factory for the automatization of networked, heterogeneous and flexibly changeable multi-product plants, Automation 2016, VDI-Berichte 2284, VDI, online, https://www.automatisierungskongress.de/, 2016
- Andreas Kroll, Axel Dürrbaum: On joint optimal experiment design for identifying partition and local model parameters of Takagi-Sugeno models, Proceedings of the 17th IFAC Symposium on System Identification (SysID), 1427 - 1432, doi:10.1016/j.ifacol.2015.12.333, 2015
- Axel Dürrbaum, Andreas Kroll, Hanns Sommer: CI-Methoden zur Koordination und Entkoppelung komplexer Systeme, at - Automatisierungstechnik, 60, 10, 600-610, 10.1524/auto.2012.1029, 2012
- Kroll, Andreas, Dürrbaum, Axel: On Control-specific Derivation of Affine Takagi-Sugeno Models from Physical Models: Assessment Criteria and Modeling Procedure, CICA 2011 IEEE Symposium on Computational Intelligence in Control and Automation, 23 - 30, https://www.ieee-ssci.org/, 2011
- Andreas Kroll, Axel Dürrbaum: Zur regelungsspezifischen Ableitung dynamischer Tagaki-Sugeno-Modelle aus rigorosen Modellen, 20. Workshop Computational Intelligence, 161 - 174, Schriftenreihe des Instituts für Angewandte Informatik / Automatisierungstechnik, 2010
- Dürrbaum, Axel, Scherm, Wolfgang, Sommer, Hanns: Systemidentifikation mittels Glaubenskalkül, at - Automatisierungstechnik, 56, 7, 350-356, DOI 10.1524/auto.2008.0716, https://www.atypon-link.com/OLD/doi/pdf/10.1524/auto.2008.0716, 2008
- Dürrbaum, Axel, Klier, Willy, Thiemar, Marco: Computer Aided Mapping of Symbolic Model Equations of Spatial Multi-Body Systems from DAE Form to DE Form. Part 1: Global Elimination, RT-37a, RTS-Report, 2002
- Axel Dürrbaum Dürrbaum, Willy Klier, Hubert Hahn: Comparision of Automatic and Symbolic Differentation in Mathematical Modeling and Computer Simulation of Rigid-Body Systems, Multibody System Dynamics, 7, 331-355, 2002
- Klier, Willy, Dürrbaum, Axel: Computer Aided Mapping of Symbolic Model Equations of Spatial Multi-Body Systems from DAE Form to DE Form. Part 2: Stepwise Elimination, RT-37b, RTS-Report, 2002
- Axel Dürrbaum, W. Klier, H. Hahn: Automatic Differentation in Mathematical Modeling and Computer Simulation of Parallel Robots, Proceedings of GAMM-IMACS International Symposium on Scientific Computing, Computer Arithmetic and Validated Numerics (SCAN2000), 2000
- Scherm, WolFachgebiet Regelungstechnik und Systemdynamik (Maschinenbau)ang, Siefarth, Hans-Georg, Dürrbaum, Axel, Hanns-Jakob Sommer: Zur Auswertung von Meßdaten beim Gewindeschneiden mittels Fuzzy-Logik, Berichtsband des 7. Workshop ''Fuzzy Control'', 7, 204-217, 1997
- Dürrbaum, Axel, Hanns-Jakob Sommer: A Procedure for the Construction of the Structure of Fuzzy Neural Networks, Procceedings ICAFS `96, 175-181, 1996
- Hanns-Jakob Sommer, Dürrbaum, Axel: The Use of Ignorance in Learning Systems, (A Structure Optimization of Fuzzy Neural Networks), Proceedings of the FUZZY-96, 356-361, 1996
- Dürrbaum, Axel, Hanns-Jakob Sommer, Hahn, Hubert: Application of Psychological Principles Formalized with Fuzzy Logic to Solve Engineering Problems, Proceedings EUFIT 95, 1285-1288, 1995
- Hanns-Jakob Sommer, Dürrbaum, Axel: übertragung biologischer und psychologischer Prinzipien auf technische Systeme mittels Fuzzy-Logik, Proceedings of the 4. Workshop VDI/VDE-GMA-Fuzzycontrol, 29-40, 1994
- Dürrbaum, Axel: Implementierung, Weiterentwicklung und Dokumentation regelungstechnischer Basisprogramme auf einem IBM-kompatiblen PC, Diplomarbeit II, 1993
- Fehren, Heinrich, Dürrbaum, Axel, Leimbach, Klaus-Dieter, Hanns-Jakob Sommer: Einsatz und Anwendung der symbolischen Sprachen MACSYMA und ALTRAN, RT-17, IMAT Bericht, 1993
- Dürrbaum, Axel: Softwareverbesserung Berührgeometrieauswertung Rollprüfstand, RT-10, IMAT Bericht, 1992