Cover Image

Deep-Koopman-KANDy: Dictionary Discovery for Deep-Koopman Operators with Kolmogorov-Arnold Networks for Dynamics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Slote, Kevin, Bollt, Erik, Fish, Jeremie
Format:	Preprint
Published:	2026
Subjects:	Dynamical Systems 37M10 (Primary) 37A30, 47B33, 68T07, 93B30, 41A46 (Secondary)
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning Koopman Models From Data Under General Noise Conditions
by: Iacob, Lucian Cristian, et al.
Published: (2025)

Convergent Methods for Koopman Operators on Reproducing Kernel Hilbert Spaces
by: Boullé, Nicolas, et al.
Published: (2025)

Learning dynamically inspired bases for Koopman and transfer operator approximation
by: Froyland, Gary, et al.
Published: (2025)

Approximation of the Koopman operator via Bernstein polynomials
by: Yadav, Rishikesh, et al.
Published: (2024)

Li-Yorke Chaotic Weighted Composition Operators
by: Bernardes Jr., Nilson C., et al.
Published: (2024)

Ascent and Descent of Weighted Composition Operators on Lorentz spaces
by: Datt, Gopal, et al.
Published: (2024)

Weak type (1,1) jump inequalities in a nonsymmetric Gaussian setting
by: Casarino, Valentina, et al.
Published: (2025)

A Koopman-Takens theorem: Linear least squares prediction of nonlinear time series
by: Koltai, Péter, et al.
Published: (2023)

Dimension dependence of factorization problems: Haar system Hardy spaces
by: Speckhofer, Thomas
Published: (2024)

A characterization of compact operators on $\ell^p$-spaces
by: Abtahi, Mortaza
Published: (2025)

Ergodic theorems for bilinear averages, Roth's Theorem and Corners along fractional powers
by: Daskalakis, Leonidas
Published: (2025)

Nonlinear composition operators in bv_p spaces: continuity and compactness
by: Bugajewska, Daria, et al.
Published: (2025)

A model and characterization of a class of symmetric semibounded operators
by: Belishev, M. I., et al.
Published: (2025)

Speed of Weak Mixing for the Chacon Map
by: Moll, Nelson
Published: (2023)

Anisotropic spaces for the bilateral shift
by: Marra, Mateus, et al.
Published: (2024)

Excitation of control-affine systems and Koopman error bounds
by: Schmitz, Philipp, et al.
Published: (2025)

An injective-type norm and integral bilinear forms defined by sequence classes
by: Campos, Jamilson R., et al.
Published: (2024)

The Exact $\varepsilon$-Hypercyclicity Threshold
by: Ribeiro, Geivison
Published: (2025)

Weak cluster points of maximizing sequences on Banach spaces satisfying $\boldsymbol{(M_p)}$
by: Norrbo, David
Published: (2025)

A variant of Hilbert's inequality and the norm of the Hilbert Matrix on $K^p$
by: Daskalogiannis, Vassilis, et al.
Published: (2023)

$L^\infty$-error bounds for approximations of the Koopman operator by kernel extended dynamic mode decomposition
by: Köhne, Frederik, et al.
Published: (2024)

Doubly twisted near-isometries: Classification and a Wold-type decomposition
by: Lata, Sneh, et al.
Published: (2026)

Characterizing Weighted Composition Operators on Weighted-Type High-Order Growth Spaces via the Component Function $φ_p$
by: Quang, Thai Thuan
Published: (2025)

Extendable Shift Maps and Weighted Endomorphisms on Generalized Countable Markov Shifts
by: Bissacot, Rodrigo, et al.
Published: (2025)

Approximation Error and Complexity Bounds for ReLU Networks on Low-Regular Function Spaces
by: Davis, Owen, et al.
Published: (2024)

Rigorously Characterizing Dynamics with Machine Learning
by: Gameiro, Marcio, et al.
Published: (2025)

Learning of discrete models of variational PDEs from data
by: Offen, Christian, et al.
Published: (2023)

Pointwise convergence of bilinear polynomial averages over the primes
by: Krause, Ben, et al.
Published: (2024)

Activation Saturation and Floquet Spectrum Collapse in Neural ODEs
by: Matzakos, Nikolaos M.
Published: (2026)

Frequently recurrent backward shifts
by: Cardeccia, Rodrigo, et al.
Published: (2024)

Residual SCI Upper Bounds And Lower Witnesses For Koopman Approximate Point Spectra In $L^p$ For $1<p<\infty$: Extended Version
by: Sorg, Christopher
Published: (2025)

Large deviation for Gibbs probabilities at zero temperature and invariant idempotent probabilities for iterated function systems
by: Mengue, Jairo. K., et al.
Published: (2024)

Quantitative stability for fractional Hardy inequalities: Rearrangement-free techniques and Emden-Fowler analysis
by: Banerjee, Avas, et al.
Published: (2026)

Perturbed infinite-state Markov systems with holes and its application
by: Tanaka, Haruyoshi
Published: (2025)

KLAP: KYP lemma based low-rank approximation for $\mathcal{H}_2$-optimal passivation
by: Nicodemus, Jonas, et al.
Published: (2025)

Recurrence Operators on Function Spaces
by: Bulancea, Gabriela, et al.
Published: (2024)

Wavelet-Based Observables for Koopman Analysis: An Extended Dynamic Mode Decomposition Framework
by: Tilki, Cankat, et al.
Published: (2026)

Spectral analysis of the Koopman operator as a framework for recovering Hamiltonian parameters in open quantum systems
by: Pérez-García, Jorge E., et al.
Published: (2025)

Mean and pointwise ergodicity for composition operators on rearrangement-invariant spaces
by: Kalmes, Thomas, et al.
Published: (2025)

Linear dynamics of random products of operators
by: Gillet, Valentin
Published: (2025)