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Featured Co-authors

Lu Li
32 publications
Elena Celledoni
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Signe Riemer-Sørensen
8 publications
Eivind Bøhn
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Håkon Noren
2 publications
Kjetil Olsen Lye
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Camilla Sterud
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Sigurd Holmsen
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Alexander J. Stasik
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∙ 06/06/2023

Learning Dynamical Systems from Noisy Data with Inverse-Explicit Integrators

We introduce the mean inverse integrator (MII), a novel approach to incr...

0 Håkon Noren, et al. ∙

∙ 05/09/2023

Pseudo-Hamiltonian system identification

Identifying the underlying dynamics of physical systems can be challengi...

0 Sigurd Holmsen, et al. ∙

∙ 04/27/2023

Pseudo-Hamiltonian neural networks for learning partial differential equations

Pseudo-Hamiltonian neural networks (PHNN) were recently introduced for l...

0 Sølve Eidnes, et al. ∙

∙ 06/06/2022

Port-Hamiltonian Neural Networks with State Dependent Ports

Hybrid machine learning based on Hamiltonian formulations has recently b...

0 Sølve Eidnes, et al. ∙

∙ 03/18/2020

Order theory for discrete gradient methods

We present a subclass of the discrete gradient methods, which are integr...

0 Sølve Eidnes, et al. ∙

∙ 07/03/2019

Linearly implicit local and global energy-preserving methods for Hamiltonian PDEs

We present linearly implicit methods that preserve discrete approximatio...

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