Denk, Martin

2022

• Braun M., Neuhäusler J., Denk M., Renken F., Kellner L., Schubnell J., Jung M., Rother K., Ehlers S.:
  Statistical Characterization of Stress Concentrations along Butt Joint Weld Seams Using Deep Neural Networks
  In: Applied Sciences 12 (2022), p. 6089
  ISSN: 2076-3417
  DOI: 10.3390/app12126089
• Denk M., Rother K., Paetzold K.:
  Truss Parametrization of Topology Optimization Results with Curve Skeletons and Meta Balls
  In: Proceedings of the Design Society 2 (2022), p. 363-372
  ISSN: 2220-4342
  DOI: 10.1017/pds.2022.38
• Mehlstäubl J., Braun F., Denk M., Kraul R., Paetzold K.:
  Using Machine Learning for Product Portfolio Management: A Methodical Approach to Predict Values of Product Attributes for Multi-Variant Product Portfolios
  In: Proceedings of the Design Society 2 (2022), p. 1659-1668
  ISSN: 2220-4342
  DOI: 10.1017/pds.2022.168

2021

• Denk M., Rother K., Höfer T., Mehlstäubl J., Paetzold K.:
  Euclidian distance transformation, main axis rotation and noisy dilitation supported cross-section classification with convolutional neural networks
  23rd International Conference on Engineering Design, ICED 2021 (Gothenburg, SWE, 16. August 2021 - 20. August 2021)
  In: Proceedings of the Design Society 2021
  DOI: 10.1017/pds.2021.140
• Denk M., Rother K., Paetzold K.:
  Beam-colored Sketch and Image-based 3D Continuous Wireframe Reconstruction with different Materials and Cross-Sections
  Entwerfen Entwickeln Erleben - EEE2021 (Dresden, 17. June 2021 - 18. June 2021)
  DOI: 10.25368/2021.33
• Denk M., Rother K., Paetzold K.:
  Fully Automated Subdivision Surface Parametrization for Topology Optimized Structures and Frame Structures Using Euclidean Distance Transformation and Homotopic Thinning
  In: Springer Vieweg (ed.): Proceedings of the Munich Symposium on Lightweight Design 2020, Heidelberb: , 2021, p. 18-27
  ISBN: 9783662631423
  DOI: 10.1007/978-3-662-63143-0_2
• Denk M., Rother K., Paetzold K.:
  Subdivision surface mid-surface reconstruction of topology optimization results and thin-walled shapes using surface skeletons
  23rd International Conference on Engineering Design, ICED 2021 (Gothenburg, 16. August 2021 - 20. August 2021)
  In: Cambridge University Press (ed.): Proceedings of the Design Society 2021
  DOI: 10.1017/pds.2021.538
• Denk M., Rother K., Zinßer M., Petroll C., Paetzold K.:
  Nodal cosine sine material interpolation in multi objective topology optimization with the global criteria method for linear elasto static, heat transfer, potential flow and binary cross entropy sharpening
  23rd International Conference on Engineering Design, ICED 2021 (Gothenburg, 16. August 2021 - 20. August 2021)
  In: Proceedings of the Design Society 2021
  DOI: 10.1017/pds.2021.486
• Gadzo E., Mehlstäubl J., Denk M., Paetzold K.:
  Modellbasierte Umsetzung des Anforderungsmanagements zur Unterstützung der Entwicklung eines Experimentalsatelliten
  32nd Symposium Design for X, DFX 2021 (Online, 27. September 2021 - 28. September 2021)
  In: Dieter Krause, Kristin Paetzold, Sandro Wartzack (ed.): Proceedings of the 32nd Symposium Design for X, DFX 2021 2021
  DOI: 10.35199/dfx2021.21
• Petroll C., Denk M., Holtmannspötter J., Paetzold K., Höfer P.:
  Synthetic data generation for deep learning models
  32nd Symposium Design for X, DFX 2021 (Online, 27. September 2021 - 28. September 2021)
  In: Dieter Krause, Kristin Paetzold, Sandro Wartzack (ed.): Proceedings of the 32nd Symposium Design for X, DFX 2021 2021
  DOI: 10.35199/dfx2021.11

2020

• Denk M., Rother K., Paetzold K.:
  Multi-objective topology optimization of heat conduction and linear elastostatic using weighted global criteria method
  31st Symposium Design for X, DFX 2020 (Online, 16. September 2020 - 17. September 2020)
  In: Dieter Krause, Kristin Paetzold, Sandro Wartzack (ed.): Proceedings of the 31st Symposium Design for X, DFX 2020 2020
  DOI: 10.35199/dfx2020.10
• Zolfagharian A., Denk M., Bodaghi M., Kouzani AZ., Kaynak A.:
  Topology-Optimized 4D Printing of a Soft Actuator
  In: Acta Mechanica Solida Sinica 33 (2020), p. 418-430
  ISSN: 0894-9166
  DOI: 10.1007/s10338-019-00137-z
• Zolfagharian A., Denk M., Kouzani A., Bodaghi B., Nahavandi S., Kaynak A.:
  Effects of topology optimization in multimaterial 3D bioprinting of soft actuators
  In: International Journal of Bioprinting 6 (2020), p. 1-11
  ISSN: 2424-7723
  DOI: 10.18063/ijb.v6i2.260

2019

• Denk M., Paetzold K., Rother K.:
  Feature line detection of noisy triangulated CSGbased objects using deep learning
  DS 98: Proceedings of the 30th Symposium Design for X (DFX 2019)
  DOI: 10.35199/dfx2019.21