Carolin Geitner, M.Sc.

Contact

• Room 1209
• Email: carolin.geitner(at)tum.de
• Phone: +49 (0) 89 289 15255
• Fax:     +49 (0) 89 289 15301

Teaching

• Technische Mechanik 3 - Dynamik (WS 17/18)
• Numerical Biomechanics Lab (SS 19, SS 20, SS 21)
• Visualization Techniques in Computational Mechanics Practical Course (WS 18/19, SS 19, WS 19/20, SS 20, WS 21/21, SS 21, WS 21/22)

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. (2024). 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. (2024). Solving Bayesian inverse problems with expensive likelihoods using constrained Gaussian processes and active learning. Inverse Problems, 40(9), 095008. https://doi.org/10.1088/1361-6420/ad5eb4
• 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