Author

Erik Jansson

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Preprint Aug 2026

Learning piecewise-smooth dynamical systems

This work presents a modular framework for discovering piecewise-smooth dynamical systems by first estimating switching hyperplanes from data and then learning smooth dynamics within each region using geometry-constrained neural networks.

D. Murari, Erik Jansson, Chris Budd Obe et al. · 0 citations