Asymptotic profiles of nonlinear homogeneous evolution equations of gradient flow type

L Bungert, M Burger - Journal of Evolution Equations, 2020 - Springer
This work is concerned with the gradient flow of absolutely p-homogeneous convex
functionals on a Hilbert space, which we show to exhibit finite (p< 2 p< 2) or infinite …

Introducing the p-Laplacian spectra

I Cohen, G Gilboa - Signal Processing, 2020 - Elsevier
In this work we develop a nonlinear decomposition, associated with nonlinear
eigenfunctions of the p-Laplacian for p∈(1, 2). With this decomposition we can process …

Latent Modes of Nonlinear Flows--a Koopman Theory Analysis

I Cohen, G Gilboa - arXiv preprint arXiv:2107.07456, 2021 - arxiv.org
Extracting the latent underlying structures of complex nonlinear local and nonlocal flows is
essential for their analysis and modeling. In this work, we attempt to provide a consistent …

Stable explicit p-Laplacian flows based on nonlinear eigenvalue analysis

I Cohen, A Falik, G Gilboa - Scale Space and Variational Methods in …, 2019 - Springer
Implementation of nonlinear flows by explicit schemes can be very convenient, due to their
simplicity and low-computational cost per time step. A well known drawback is the small time …

[PDF][PDF] Mode decomposition for homogeneous symmetric operators

I Cohen, O Azencot, P Lifshits, G Gilboa - Preprint arXiv, 2020 - researchgate.net
Finding latent structures in data is drawing increasing attention in diverse fields such as fluid
dynamics, signal processing, and machine learning. Dimensionality reduction facilitates the …

[PDF][PDF] Examining the limitations of dynamic mode decomposition through koopman theory analysis

I Cohen, G Gilboa - arXiv preprint arXiv:2107.07456, 2021 - researchgate.net
This work binds the existence of Koopman Eigenfunction (KEF), the geometric of the
dynamics, and the validity of Dynamic Mode Decomposition (DMD) to one coherent theory …