Author

Sophie Fellenz

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#machine learning Preprint Oct 2026

Learning PDE Dynamics between Submanifolds Using Green's Observation Operators

Green's Observation Operator (GObO) is introduced, which maps the ambient medium once to the Green's kernel of a linear PDE restricted to the source and observation submanifolds, and yields an exact finite streaming state with horizon-independent memory.

Jan Tauberschmidt, Jephte Abijuru, Naukshatro Bose et al. · 0 citations

2025

NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection

NoBOOM is presented, the first collection of datasets for anomaly detection in real-world chemical process data, including labeled data from a running process at BASF SE, one of the world’s leading chemical companies.

Dennis Wagner, Fabian Hartung, J. Arweiler et al. · Neural Information Processin... · 2 citations