Institut für Geotechnik und Baubetrieb

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Kacper Cerek, M.Sc.

PhD candidate

Contact 

  • Visitor address: Technische Universität Hamburg (TUHH), Institut für Geotechnik und Baubetrieb (B-5), Schellerdamm 22 (Channel 7), 21079 Hamburg, Germany
  • Room: 1.008
  • Phone: +49 40 42878 3912
  • Telefax: +49 40 42878 3721
  • E-mail: kacper.cerek @ tuhh.de 

  • Consultation hours by appointment

Research activities

  • Research project "Future of tidal Elbe in changing climate - climate change and flood protection (TideelbeKlima)"
    Funding: Umweltbundesamt (UBA)
    Duration: 01.04.2022 - 31.03.2025
  • Research project “port:Evolution — Data mining of infrastructure inventory data, process automation, and improvement of 3D scans for the fully automated digital twin of harbour structures”; subproject “Model improvement of quay walls”
    Funding: Federal Ministry for Digital and Transport (BMDV)
    Durage: 01.04.2025 - 30.11.2027
  • Methods: Experimental, mathematical and numerical methods
  • Numerical investigation of cofferdams
  • Numerical optimization methods in geotechnical engineering
  • Application of Artificial Intelligence (AI) in geotechnical engineering

Educational activities

  • Teaching coordination of the Master's degree programme “Civil Engineering” with specialization in Geotechnical Engineering in winter term 2022/23 until winter term 2023/24
  • Exercise lecture “Specialized Foundation Engineering” in winter term 2022/23
  • Exercise lecture “Marine Geotechnics” in summer term 2023 and 2024

Miscellaneous

  • Expertise activities

Committee activities and memberships

  • Member of FachForum Nachhaltigkeit in der HTG

  • Junior member of Hamburgische Ingenieurkammer – Bau (HIKB)

  • Member of Hafentechnische Gesellschaft e.V. (HTG)

  • Member of German Society for Geotechnical Engineering e.V. (DGGT) / section Earth Works and Foundation Engineering

  • Student member of Future of Machine Learning in Geotechnics Council (FOMLIG Council)

Publications

  • Cerek K. and J. Grabe (2023): Numerical simulation and optimization of dike geometry using multi-objective evolutionary algorithm NSGA-II. In: Proceedings of 10th European Conference on Numerical Methods in Geotechnical Engineering 2023 in London/UK, DOI 10.53243/NUMGE2023-80
  • K. Cerek, E. Hadjiloo, J. Grabe (2024): Sustainable dike adaptation measures using finite element method and optimization algorithm NSGA-II, in: P. Duc Long, N. T. Dung (Eds.), PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON GEOTECHNICS FOR, Vol. 395 of Lecture Notes in Civil Engineering, SPRINGER VERLAG, SINGAPOR, [S.l.], 2024, pp. 2077–2091. DOI 10.1007/978-981-99-9722-0_139
  • Cerek, K.; Dao, D. A.; Hadjiloo, E.; Grabe, J. (2024): Dataset of Simulated CRS Tests for Advanced Soil Parameter Identification. Datensatz, TUHH Universitätsbibliothek, DOI 10.15480/882.9435
  • Cerek, K.; Hadjiloo, E.; Grabe, J. (2024): Dataset of Simulated Cofferdam Models for Parameteric Study. Datensatz, TUHH Universitätsbibliothek, DOI 10.15480/882.13821
  • Sekulic, L; Hadjiloo, E.; Cerek, K.; Grabe, J. (2024): Experimental dataset of triaxial tests with cemented sand. Datensatz, TUHH Universitätsbibliothek, DOI 10.15480/882.9674
  • Cerek, K.; Gupta, A.; Dao, D. A.; Hadjiloo, E.; Grabe, J. (2024): Python Implementation of Bidirectional LSTM for Sequential Data Processing. Source Code, TUHH Universitätsbibliothek, DOI 10.15480/882.13190
  • K. Cerek, E. Hadjiloo, J. Grabe, (2024): Application of optimization algorithms in geotechnical engineering as decision-making support tool., in: Proceedings of the XVIII European Conference on Soil Mechanics and Geotechnical Engineering (ECSMGE), Lisbon, Portugal, 2024. DOI 10.1201/9781003431749-46
  • K. Cerek, E. Hadjiloo, J. Grabe, (2024): Optimization of Drag Embedment Anchors Applying Multi-Objective Evolutionary Algorithm NSGA-II., in: Book of Abstracts of the 43rd Solid Mechanics Conference - SolMech 2024, Wrocław, Poland, 2024. ISBN 978-83-65550-53-8
  • Dao D. A., Cerek K., Hadjiloo E. and Stager T.W. (2024): Parametrische Analyse des Eindringverhaltens und Identifizierung optimaler Geometrien von Ankern für schwimmende Offshore-Strukturen. In: Proceedings of 38. Baugrundtagung: Forum für junge Geotechnik-Ingenieure und -Ingenieurinnen in Bremen/Germany, pp.138-145, ISBN: 978-3-932653-59-9
  • Hadjiloo, E., Cerek, K., Vogel, P. and Grabe, J. (2024), Numerische Untersuchungen zur Definition von Kastenfangedämmen. Geotechnik. https://doi.org/10.1002/gete.202300021
  • Grabe, J., Tetla D., Cerek, K. (2024): Numerische Untersuchungen zum Monitoren von Kolken vor Ufereinfassungen. BAWKolloquium: Numerik in der Geotechnik, Karlsruhe, Germany.
  • Cerek, K., Dao, D. A., Hadjiloo, E. and Grabe, J. 2024. Application of LSTM time series forecasting method for predicting compression curves of soil. Proceedings of the 17th Pan-American Conference on Soil Mechanics and Geotechnical Engineering, La Serena, Chile
  • Cerek, K., Hadjiloo, E. and Grabe, J. 2025. Prediction of soil parameters using long short-term memory neural networks. Proceedings of 5th International Symposium on Frontiers in Offshore Geotechnics (ISFOG2025), Nantes, France. DOI 10.53243/ISFOG2025-55 
  • Cerek, K., Gupta, A., Dao, D.A., Hadjiloo, E. and Grabe, J. (2025), "Predicting soil stress–strain behaviour with bidirectional long short-term memory networks", Machine Learning and Data Science in Geotechnics, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/MLAG-08-2024-0007

Reviewer

  • Proceedings of 5th International Symposium on Frontiers in Offshore Geotechnics (ISFOG2025), Nantes, France.

Supervised students

Themen für Abschlussarbeiten finden Sie in unserer Themensammlung. Weitere Themen erhalten Sie auf Anfrage. Eine Anpassung der Aufgabenstellungen kann je nach Abschluss der Studierenden und ihrer Fähigkeiten erfolgen. 

You can find topics for theses in our collection of topics. Further topics are available on request. The tasks can be adapted depending on the students' degree and their abilities.

  • Hartung T. (2022): Entwicklung des Deiches der Zukunft (Designing the dike of the future). Bachelor thesis
  • Bahr L. (2022/23): Numerische Untersuchung zum thermischen Einsatz von Kaimauerhinterfüllungen (Numerical studies on thermal application of quay wall backfill). Bachelor thesis
  • Brüggemann T. (2023): Untersuchungen zum Einfluss von Kriechverformungen auf den Lastabtrag von kombinierten Säulensystemen (Investigations on the influence of creep deformations on the load transfer of combined column systems). Project work
  • Cakir D. (2023): Numerische Untersuchungen zur Bodenvereisung als Verfestigungsmaßnahme (Numerical investigations of soil freezing as a strengthening measure). Master thesis
  • Bajrami F. (2023): Entwurf und Bemessung einer form-, struktur- und ökologisch optimierten Ufereinfassung unter Nutzung von Carbonbeton (Design and dimensioning of a form-, structure- and ecologically optimized waterfront using carbon concrete). Master thesis
  • Tetla D. (2023/24): Numerische Untersuchungen zum Hachmannkai (Numerical investigations of the Hachmannkai). Project work
  • Tabiou N. (2024/25): Untersuchungen zu rechnerischen Defiziten von Kaimauern (Investigations into Computational Deficiencies of Quay Walls). Master Thesis
  • Abroskina A. (2025): Entwicklung eines Spundwandprogramms zur inversen Kalibrierung von Bodenparametern (Development of a Sheet Pile Wall Program for the Inverse Calibration of Soil Parameters). Bachelor Thesis