Search Results for author: Felix Pieper

Found 2 papers, 1 papers with code

Self-Distilled Representation Learning for Time Series

no code implementations19 Nov 2023 Felix Pieper, Konstantin Ditschuneit, Martin Genzel, Alexandra Lindt, Johannes Otterbach

Self-supervised learning for time-series data holds potential similar to that recently unleashed in Natural Language Processing and Computer Vision.

Contrastive Learning Representation Learning +2

Multiscale Neural Operators for Solving Time-Independent PDEs

1 code implementation10 Nov 2023 Winfried Ripken, Lisa Coiffard, Felix Pieper, Sebastian Dziadzio

Time-independent Partial Differential Equations (PDEs) on large meshes pose significant challenges for data-driven neural PDE solvers.

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