Carolin Geitner, M.Sc.

Contact

 

Teaching

 

Research Interests

  • Computational biomechanics
  • Clinical data processing
  • Digital twins
  • Image segmentation
  • Reduced dimensional modeling
  • Patient-specific patho-physiology
  • Electrical impedance tomography

 

Articles in peer-reviewed international journals

  • Geitner, C. M., Köglmeier, L. J., Frerichs, I., Langguth, P., Lindner, M., Schädler, D., Weiler, N., Becher, T., & Wall, W. A. (2023). Pressure- and time-dependent alveolar recruitment/derecruitment in a spatially resolved patient-specific computational model for injured human lungs. International Journal for Numerical Methods in Biomedical Engineering, e3787. https://doi.org/10.1002/cnm.3787
  • Dinkel, M., Geitner, C.M., Rei, G. R., Nitzler, J., Wall, W. A. (2023). Solving Bayesian Inverse Problems With Expensive Likelihoods Using Constrained Gaussian Processes and Active Learning. (submitted) https://arxiv.org/abs/2312.08085.
  • Geitner, C. M., Becher, T., Frerichs, I., Weiler, N., Bates, J. H. T., & Wall, W. A. (2023). An approach to study recruitment/derecruitment dynamics in a patient?specific computational model of an injured human lung. International Journal for Numerical Methods in Biomedical Engineering, 39(9), 1-20. https://doi.org/10.1002/cnm.3745
  • Kronbichler, M., Fehn, N., Munch, P., Bergbauer, M., Wichmann, K. R., Geitner, C., Allalen, M., Schulz, M., & Wall, W. A. (2021). A next-generation discontinuous galerkin fluid dynamics solver with application to high-resolution lung airflow simulations. International Conference for High Performance Computing, Networking, Storage and Analysis, SC. https://doi.org/10.1145/3458817.3476171

 

International Conference Contributions with Abstract

  • Köglmeier, L. J., Geitner, C. M., Temür, B. Z., Wirthl, B., & Wall, W. A. (2023). Towards a Coupled Multiphase Porous Media Approach for Modeling Air Flow, Blood Flow and Gas Exchange in the Human Lung. ICCB 2023, Vienna.
  • Dinkel, M., Geitner, C. M., & Wall, W. A. (2023). An Approach For Solving Inverse Problems Using Constrained Gaussian Processes. UNCECOMP 2023, Athens.  
  • Geitner, C. M., Koeglmeier, L. J., Becher, T., Frerichs, I., Weiler, N., & Wall, W. A. (2022). Computational modeling of alveolar recruitment/derecruitment dynamics in the diseased human lung. CMBE 2022, Milan.
  • Geitner, C. M., Roth, C. J., Becher, T., Frerichs, I., Weiler, N., & Wall, W. A. (2020). Modeling of Recruitment/Derecruitment Dynamics in a 0D Comprehensive Lung Model. VPH 2020, Paris (online).
  • Wall, W. A., Roth, C. J., Geitner, C. M., Becher, T., Frerichs, I., Weiler, N. (2019). A Comprehensive Computational Lung Model for Predicting Individual Ventilatory Response of Patients Suffering from ARDS or ALI. 2019 BMES Annual Meeting, Philadelphia.  
  • Wall, W. A., Roth, C. J., Geitner, C. M., Birzle, A., & Yoshihara, L. (2019). Predictive Computational Modeling of the Respiratory System ? Advancing Health Care via Fluid, Tissue and Transport Mechanics. ESB 2019, Vienna.

 

Education

  • since 2017 Research Associate at the Institute for Computational Mechanics (Lehrstuhl für Numerische Mechanik), Technische Universität München, Germany
  • 2017 Master of Science (M.Sc.), Mechanical Engineering, Technische Universität München, Germany