Publikationen

Konferenzbeiträge:

  • Weinberger, J. Maurer, B. Fröhler, J. Kastner, C. Heinzl - Faster Training of Deep Convolutional Neural Networks for Material Science through Transfer Learning - 12th International Symposium on NDT in Aerospace (2020), Williamsburg, Virgina, Vereinigte Staaten von Amerika, 2020 (published). Full paper
  • Thor, M.; Gruber, J.; Güsser, L.; Sause, M.G.R.; Hinterhölzl, R.M.: „Non-destructive characterization of wrinkle morphologies in composite materials by means of finite element analysis”, 12thInternational Symposium on NDT in Aerospace, Williamsburg (Virginia), 2020. (published) Full paper
  • Thor, M.; Sause, M.G.R.; Hinterhölzl, R.M.: „Strategies for the manufacturing of wrinkle-free composite parts”, SAMPE Europe Conference, Amsterdam, 2020 (published) Full paper
  • Yosifov, P. Weinberger, B. Plank, M. Hoeglinger, B. Fröhler, J. Kastner and C. Heinzl, Segmentation of Pores in Carbon Fibre Reinforced Polymers Using the U-Net Convolutional Neural Network, 20th World Conference on Non-Destructive Testing, WCNDT Seoul 2021 (accepted)
  • Thor, M.; Gruber, J.; Insamer, P.; Güsser, L.; Plank, B.; Maurer, J.; Glinz, J.; Ayalur Karunakaran, S.; Höller, H.; Schulze, M.; Pooch, M.; Heuer, H.; Mayr, G.; M.; Sause, M. G. R.; Hinterhölzl, R. M.: “Non-destructive testing & evaluation of embedded out-of-plane fiber waviness in composite materials”, 20thWorld Conference on Non-Destructive Testing (WCNDT), Seoul, 2021 (accepted)
  • Höglinger, M.; Plank, B.; Heinzl, C.; Kastner J.: Multimodale und Multiskalare dreidimensionale Materialcharakterisierung von faserverstärkten Kunststoffen mit Röntgen-Computertomografie”, DGZfP-Jahrestagung 2021: Zerstörungsfreie Materialprüfung, Poster, Osnabrück, 2021 (submitted)
  • Savandaiah, B. Plank, J. Maurer, J. Lesslhumer, G. Steinbichler, COMPARATIVE STUDY OF FILLED AND UNFILLED POLYLACTIC ACID PRODUCED VIA INJECTION MOLDING AND 3D PRINTING, SPE ANTEC 2021 conference (submitted).

Journalbeiträge

  • Herminso Villarraga-Gómeza, Artem Amirkhanov, Christoph Heinzl, and Stuart T. Smith, Assessing the effect of sample orientation on dimensional X-ray computed tomography through simulated and experimental data, in Precision Engineering (submitted)
  • Ziga Lesar, Ruwayda Alharbi, Ciril Bohak, Ondrej Strnad, Christoph Heinzl, Ivan Viola, Volume Conductor: Interactive Visibility Management for Crowded Volumes in IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (submitted)

Diplom- und Masterarbeiten

  • Extraction and Quantification of Features in XCT Datasets of Fibre Reinforced Polymers using Machine Learning Techniques, Umeå University Sweden, Miroslav Ivanov Yosifov,
  • Visual Comparison of Multivariate Data Ensembles , TU Wien, Anja Heim, finished 12/2020
  • Immersive Analytics of Multidimensional Volumetric Data, TU Wien, Alexander Gall, finished 12/2020

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Förderung

Dieses Projekt wird vom FFG-Programm: TAKE-OFF Das österreichische Luftfahrtprogramm gefördert.
Projektnummer: 874540
Titel: Digitalisierungsplattform zur prädikativen Bewertung von Luftfahrtbauteilen mittels multimodaler multiskalarer Inspektion