Completed theses and projects
Master theses
- Marcel Iten: Detection of seismic ionospheric disturbances with machine learning (Supervisors: Prof. Benedikt Soja, Laura Crocetti, Shuyin Mao, Federica Fuso)
- Hugo Umbers: Real-time change detection in GNSS time series data: comparing machine learning methods with classical statistical approaches (Supervisors: Dr. Roland Hohensinn, Prof. Hans-Andrea Loeliger, Dr. Yehuda Bock)
- Junyang Gou: external pageSuper Resolution of GRACE Total Water Storage Anomaly using Deep Learning Algorithmscall_made (Supervisors: Prof. Benedikt Soja)
- Fabrice Lardon: Development of a georeferencing system for a helicopter-borne radar system (Supervisors: Prof. Benedikt Soja, Dr. Gregor Möller, Dr. Matej Varga, Dr. Andreas Bauder, Raphael Moser)
- Mudathir Awadaljeed: Quality Assessment of VTEC Products Derived from Observations with the Next-Generation VLBI System (Supervisors: Prof. Benedikt Soja, Dr. Grzegorz Klopotek)
- Cyprien Fol: Sensor Fusion of Vision-RTK and Azure Kinect for Outdoor AR Applications (Supervisors: Prof. Benedikt Soja, Dr. Zhenzhong Su)
- Pia Ruttner: Analysis and Prediction of Long Term GNSS Height Time Series and Environmental Loading Effects (Supervisors: Prof. Benedikt Soja, Dr. Roland Hohensinn)
Bachelor theses
- Anne Dickmann: Spaceborne Atmospheric Tomography Onboard Dense Nanosatellite Formations (Supervisors: Dr. Gregor Möller)
- Valeria Huber: Retrieval of atmospheric moisture from GNSS measurements onboard a meteodrone (Supervisors: Dr. Gregor Möller, Dr. Grzegorz Klopotek, Dr. Lukas Hammerschmidt, Dr. Jan Heneberger)
- Benedikt Raphael Pohl and Fadri Rischatsch: Experimental validation of the georeferencing system for a helicopterborne ground radar system (Supervisors: Prof. Benedikt Soja, Dr. Gregor Möller, Dr. Andreas Bauder, Raphael Moser)
- Elias Zosso: Mapping RO observations using different ML algorithms (Supervisors: Prof. Benedikt Soja, Dr. Endrit Shehaj, Laura Crocetti)
- Christoph Baumann: Using Machine Learning to Predict Earth Deformation from InSAR Time Series (Supervisors: Prof. Benedikt Soja, Mostafa Kiani Shahvandi, Alexandra Duckstein)
- Thajeev Vijayaratnam: Potential of VLBI VGOS telescope in Tahiti for geodesy and astrometry (Supervisors: Dr. Matthias Schartner, Prof. Benedikt Soja)
- Michelle Halbheer: Prediction of atmospheric parameters from GNSS observations and weather models with machine learning (Supervisors: Prof. Benedikt Soja, Laura Crocetti, Endrit Shehaj, Mostafa Kiani Shahvandi)
- Juliette Wicki: Optimizing geodetic VLBI Simulation Parameters using Swarm Intelligence (Supervisors: Dr. Matthias Schartner, Prof. Benedikt Soja)
Semester projects
- Chunyang Gao: external pageModelling integrated water vapour with machine learning and meteorological datacall_made (Supervisors: Laura Crocetti, Dr. Matthias Schartner, Prof. Dr. Benedikt Soja)
- Blance Crazzolara: The impact of non-gravitational forces on the stability of the ARIS SAGE microgravity environment (Supervisors: Dr. Gregor Möller, Julian Moosmann)
- Daria Martynova and Heinrich Grattenthaler: Understanding anomalies in hydrological models by combining machine learning and satellite gravimetry (Supervisors: Prof. Benedikt Soja, Junyang Gou, Dr. Saniya Behzadpour)
- Thajeev Vijayaratnam and Lia Winkler: external pageMPGNET: Site-feasibility assessment for GNSS-R applicationscall_made (Supervisors: Prof. Benedikt Soja, Dr. Matthias Aichinger-Rosenberger, Dr. Roland Hohensinn, Dr. Gregor Möller)
- Juliette Wicki: external pageA low-power GNSS payload board for precise orbit determination onboard the ARIS SAGE microgravity nanosatellitecall_made (Supervisors: Prof. Benedikt Soja, Dr. Gregor Möller, Alexander Wolf, Julian Moosmann)
- Junyang Gou, Christine Rösch: external pageMachine Learning for Orbit Determinationcall_made (Supervisors: Prof. Markus Rothacher, Prof. Benedikt Soja, Endrit Shehaj, Dr. Kangkang Chen, Mostafa Kiani Shahvandi)
- Laura Hübner: external pageLand motion in the Alps imaged by GNSScall_made (Supervisors: Prof. Benedikt Soja, Prof. Konrad Schindler, Dr. Elmar Brockmann, Laura Crocetti)
- Fabrice Lardon: Development of a low-cost system for direct georeferencing of a helicopter-borne radar system (Supervisors: Dr. Gregor Möller, Dr. Matej Varga, Dr. Andreas Bauder, Raphael Moser)