Georg A. Gottwald | DeepAI

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Featured Co-authors

Sebastian Reich
25 publications
Ian Melbourne
1 publication

research

∙ 08/08/2021

Combining machine learning and data assimilation to forecast dynamical systems from noisy partial observations

We present a supervised learning method to learn the propagator map of a...

0 Georg A. Gottwald, et al. ∙

research

∙ 07/14/2020

Supervised learning from noisy observations: Combining machine-learning techniques with data assimilation

Data-driven prediction and physics-agnostic machine-learning methods hav...

0 Georg A. Gottwald, et al. ∙

research

∙ 04/21/2020

Simulation of non-Lipschitz stochastic differential equations driven by α-stable noise: a method based on deterministic homogenisation

We devise an explicit method to integrate α-stable stochastic differenti...

0 Georg A. Gottwald, et al. ∙