Browsing Fakultet for naturvitenskap (NV) by Journals "IEEE Control Systems Letters"
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Multiple shooting for training neural differential equations on time series
(Peer reviewed; Journal article, 2021)Neural differential equations have recently emerged as a flexible data-driven/hybrid approach to model time-series data. This work experimentally demonstrates that if the data contains oscillations, then standard fitting ...