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On Neural Di erential Equations
modelling. NDEs o er high-capacity function approximation, strong pri-ors on model space, the ability to handle irregular data, memory e ciency, and a wealth of available theory on both sides. This doctoral thesis provides an in-depth survey of the eld. Topics include: neural ordinary di erential equations (e.g. for hybrid
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