Profil Anna Nowacka

Fields of Activity / Competences

• Quantitative Methods in Economics and Information Systems
• Artificial Intelligence
• Python Programming 

 

Publications

Major Publications

• Barisin, T.; Jung, C.; Nowacka, A.; Redenbach, C.; Schladitz, K.: Cracks in Concrete.
  In: Franke, J.; Schöbel, A. (eds) Statistical Machine Learning for Engineering with Applications. Lecture Notes in Statistics, vol 227, 2024.
  Springer, Cham. https://doi.org/10.1007/978-3-031-66253-9_6
• 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.

 

Dissertation in Process

• AI Assistant for CT Analysis of Concrete Beams