A deep-learning-based observer for state estimation of direct contact membrane distillation...

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Deep model-free KKL observer: A switching approach

J Peralez, M Nadri - Learning for Dynamics and Control, 2024 - hal.science
This paper presents a new model-free methodology to learn Kazantzis-Kravaris-Luenberger
(KKL) observers for nonlinear systems. We address three major difficulties arising in …
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