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Author

Sophie Fellenz

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#machine learning Preprint Oct 2026

Learning PDE Dynamics between Submanifolds Using Green's Observation Operators

Many physical systems are driven and observed only on lower-dimensional submanifolds of a larger spatial domain, while their dynamics are governed by the ambient medium occupying that domain. Examples include laser-heated parts imaged by an infrared camera, and ground-level emissions measured on a sensor plane. Full-do...

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. · 2 citations

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