Juan Esteban Suarez Cardona | DeepAI

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Featured Co-authors

Nico Hoffmann
17 publications
Michael Hecht
9 publications
Pia Hanfeld
4 publications
Anna Willmann
3 publications
Chethan Krishnamurthy Ramanaik
1 publication
Phil-Alexander Hofmann
1 publication

research

∙ 09/15/2023

Ensuring Toplogical Data-Structure Preservation under Autoencoder Compression due to Latent Space Regularization in Gauss–Legendre nodes

We formulate a data independent latent space regularisation constraint f...

0 Chethan Krishnamurthy Ramanaik, et al. ∙

research

∙ 01/12/2023

Learning Partial Differential Equations by Spectral Approximates of General Sobolev Spaces

We introduce a novel spectral, finite-dimensional approximation of gener...

0 Juan Esteban Suarez Cardona, et al. ∙

research

∙ 11/23/2022

Replacing Automatic Differentiation by Sobolev Cubatures fastens Physics Informed Neural Nets and strengthens their Approximation Power

We present a novel class of approximations for variational losses, being...

0 Juan Esteban Suarez Cardona, et al. ∙