Hu, Yahan;Zollner, Johann;Werner, Martin;Schweizer, Steffen;Höschen, Carmen
Two-step unsupervised clustering method on soil nanoscale secondary ion mass spectrometry (NanoSIMS) images to determine the spatial arrangement of minerals and organic matter
European Geosciences Union General Assembly 2024 (EGU24)
2024
16904

Heller-Kaikov, Betty;Pail, Roland;Werner, Martin
Signal separation in global, temporal gravity data using a multi-channel U-Net
European Geosciences Union General Assembly 2024 (EGU24)
2024
12487

Heller-Kaikov, B.;Pail, R.;Werner, M.
Separation of temporal gravity signals using standard statistical and neural network methods
Gravity Geoid and Height Systems 2024 Symposium - GGHS2024
2024

Koch, Andreas;Petry, Michael;Werner, Martin
AI-augmented Anomaly Detection Pipeline for Real-Time Onboard Processing of Spacecraft Telemetry
Proceedings of the first joint European Space Agency SPAICE Conference/IAA Conference on AI in and for Space
2024

Kiprit, Gamze Naz;Koch, Andreas;Petry, Michael;Werner, Martin
Graph neural networks for anomaly detection in spacecraft
Proceedings of the first joint European Space Agency SPAICE Conference/IAA Conference on AI in and for Space, European Centre for Space Applications and Telecommunications (ECSAT), Didcot, UK
2024

Petry, Michael;Mayr, Raphael;Hennerich, Michael
5G Base-Station with Hardware Acceleration for Non-Terrestrial Networks on a Space-Grade System-on-Chip
Proceedings of the GNU Radio Conference
2024

Petry, Michael;Koch, Andreas;Werner, Martin
Zero-Copy AI-Augmented Signal Processing Pipeline on Heterogeneous Satellite Processors
354-361
2024 58th Asilomar Conference on Signals, Systems, and Computers
IEEE
2024

Petry, Michael;Parlier, Benjamin;Koch, Andreas;Werner, Martin
Auto-Regressive RF Synchronization Using Deep-Learning
145-150
2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN)
IEEE
2024

Koch, Andreas;Petry, Michael;Werner, Martin
Extended Framework and Evaluation for Multivariate Streaming Anomaly Detection with Machine Learning
144-152
2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW)
IEEE
2024

Hong, Danfeng;Zhang, Bing;Li, Xuyang;Li, Yuxuan;Li, Chenyu;Yao, Jing;Yokoya, Naoto;Li, Hao;Ghamisi, Pedram;Jia, Xiuping;Plaza, Antonio;Gamba, Paolo;Benediktsson, Jon Atli;Chanussot, Jocelyn
SpectralGPT: Spectral Remote Sensing Foundation Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
2024
46
8
5227-5244