Janek G?deke
Janek G?deke
Wissenschaftlicher Mitarbeiter
Doktorand
Bibliothekstra?e 5
28359 Bremen
Raum: MZH 2280
Telefon: +49 0421 218-63813
E-Mail: janek-goedeke@uni-bremen.de
Forschungsgebiete
- Approximation Theory of Neural Networks
- Inverse Problems
- Reconstructions from Satellite Measurements
- Deep Learning for PDEs
Projekte
- KI4S4 - Nutzung von Methoden der Künstlichen Intelligenz zur Entwicklung von innovativen Sentinel-4 NO2-Produkten
- TorchPhysics
Zeitschriftenartikel
J. G?deke, G. Rigaud.
Imaging based on Compton scattering: model uncertainty and data-driven reconstruction methods.
Inverse Problems, 39(3), 2023.
DOI: 10.1088/1361-6420/acb2ed
J. G?deke, A. Richter, K. Lange, P. Maa?, H. Hong, H. Lee, J. Park
Hourly surface nitrogen dioxide retrieval from GEMS tropospheric vertical column densities: benefit of using time-contiguous input features for machine learning models.
Atmospheric Measurement Techniques, 18(15), 2025.
DOI: 10.5194/amt-18-3747-2025
Preprints
J. G?deke, P. Fernsel???????.
New universal operator approximation theorem for encoder-decoder architectures (Preprint).
2025.
arXiv Link: https://arxiv.org/abs/2503.24092