Gert-Jan Both | DeepAI

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Featured Co-authors

Pierre Sens
11 publications
Remy Kusters
9 publications
Georges Tod
4 publications
Subham Choudhury
1 publication

∙ 09/24/2021

Discovering PDEs from Multiple Experiments

Automated model discovery of partial differential equations (PDEs) usual...

3 Georges Tod, et al. ∙

∙ 06/22/2021

Sparsistent Model Discovery

Discovering the partial differential equations underlying a spatio-tempo...

16 Georges Tod, et al. ∙

∙ 06/09/2021

Fully differentiable model discovery

Model discovery aims at autonomously discovering differential equations ...

16 Gert-Jan Both, et al. ∙

∙ 05/02/2021

Model discovery in the sparse sampling regime

To improve the physical understanding and the predictions of complex dyn...

20 Gert-Jan Both, et al. ∙

∙ 11/09/2020

Sparsely constrained neural networks for model discovery of PDEs

Sparse regression on a library of candidate features has developed as th...

16 Gert-Jan Both, et al. ∙

∙ 12/19/2019

Temporal Normalizing Flows

Analyzing and interpreting time-dependent stochastic data requires accur...

28 Gert-Jan Both, et al. ∙

∙ 04/20/2019

DeepMoD: Deep learning for Model Discovery in noisy data

We introduce DeepMoD, a deep learning based model discovery algorithm wh...

6 Gert-Jan Both, et al. ∙

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