Profil Anna Nowacka

Schwerpunkte/Kompetenzen

• Quantitative Methoden in der Wirtschaft und Informationssystemen
• Künstliche Intelligenz
• Python-Programmierung

 

Publikationen

Highlightpublikationen

• Nowacka, A.; Schladitz, K.; Grzesiak,  S.; Pahn, M.:
  Segmentation of Spatial Crack Structures in Concrete by Deep Learning Enabling Image Based Characterization.
  Accepted in SCCE, available online from 06 July 2024.
  
• Nowacka, A.; Jung, C.; Schladitz, K.; Redenbach, C.; Pahn, M.: 
  Deep learning models for crack segmentation in 3d images of concrete trained on semi-synthetic data. 13th Conference on Industrial Computed Tomography (iCT 2024), Wels.
• Jung, C.; Nowacka, A.; Barisin, T.; Meinel, D. ; Paetsch, O.; Grzesiak,  S.;  Salamon, M.; Schladitz,  K.;  Redenbach, C.;  Pahn, M.:
  3d Imaging and Analysis of Cracks in Loaded Concrete Samples.
  12th Conference on Industrial Computed Tomography (iCT 2023), Fürth.

 

Laufende Promotion

• KI-Assistent für die CT-Analyse von Betonbalken