Author

Joschka Bödecker

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#machine learning Preprint Oct 2026

Time-series Foundation Models for Predictive Control: The Role of Excitation

Deploying model predictive control (MPC) requires constructing or identifying a predictive model for each target system. Time-series foundation models (TSFMs) offer an attractive option thanks to strong zero-shot forecasting capabilities across systems. However, low forecast error does not guarantee that a TSFM capture...

Mazen Amria, Jasper Hoffmann, Philipp Bordne et al. · 0 citations

Open access Jul 2026

Analysing open-source protein folding models for nanobody binding prediction

These findings provide practical guidance for integrating open-source protein structure prediction models into AI-driven nanobody discovery pipelines while highlighting the need for improved generalization across antigens.

Yannick Vogt, Rebekka Roßberg, Jan Habermann et al. · Frontiers in Bioinformatics · 1 citation