Image de couverture de livre

Time-Delayed Transformers for Data-Driven Modeling of Low-Dimensional Dynamics

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Alcalde, Albert, Widhalm, Markus, Yılmaz, Emre
Format:	Preprint
Publié:	2026
Sujets:	Machine Learning Numerical Analysis Dynamical Systems 37M10 (Primary) 68T07, 37N30 (Secondary)
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Deep-Koopman-KANDy: Dictionary Discovery for Deep-Koopman Operators with Kolmogorov-Arnold Networks for Dynamics
par: Slote, Kevin, et autres
Publié: (2026)

On the Dynamics of a Third Order Newton's Approximation Method
par: Gheondea, Aurelian, et autres
Publié: (2015)

Selection Rules and Channel Structure in a Base Octave Model of Collatz Dynamics
par: Lodders, Katharina
Publié: (2026)

Reduced-order modeling of Hamiltonian dynamics based on symplectic neural networks
par: Chen, Yongsheng, et autres
Publié: (2025)

Phase space integrity in neural network models of Hamiltonian dynamics: A Lagrangian descriptor approach
par: Hasmi, Abrari Noor, et autres
Publié: (2026)

Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator
par: Gallos, Ioannis K., et autres
Publié: (2023)

Invariant Manifolds of Discrete-time Dynamical Systems with Nonlinear Exosystems via Hybrid Physics-Informed Neural Networks
par: Patsatzis, Dimitrios G., et autres
Publié: (2025)

Data-driven discovery of quasiperiodically driven dynamics
par: Das, Suddhasattwa, et autres
Publié: (2023)

Transient almost-invariant sets reveal convective heat transfer patterns in plane-layer Rayleigh-Bénard convection
par: Badza, Aleksandar, et autres
Publié: (2025)

Volume-Preserving Transformers for Learning Time Series Data with Structure
par: Brantner, Benedikt, et autres
Publié: (2023)

Tracking Finite-Time Lyapunov Exponents to Robustify Neural ODEs
par: Wöhrer, Tobias, et autres
Publié: (2026)

Lévy areas, Wong Zakai anomalies in diffusive limits of Deterministic Lagrangian Multi-Time Dynamics
par: Diamantakis, Theo, et autres
Publié: (2024)

Convergence properties of dynamic mode decomposition for analytic interval maps
par: Akindji, Elliz, et autres
Publié: (2024)

Neural Networks for Threshold Dynamics Reconstruction
par: Negrini, Elisa, et autres
Publié: (2024)

An absorbing set for the Chialvo map
par: Pilarczyk, Paweł, et autres
Publié: (2024)

Thermostats without conjugate points
par: Cuesta, Javier Echevarría, et autres
Publié: (2025)

Robust transitivity without sectional-hyperbolicity
par: Arbieto, A., et autres
Publié: (2026)

Identifying the onset and decay of quasi-stationary families of almost-invariant sets with an application to atmospheric blocking events
par: Badza, Aleksandar, et autres
Publié: (2024)

A Dynamical Microscope for Multivariate Oscillatory Signals: Validating Regime Recovery on Shared Manifolds
par: Furman, Łukasz, et autres
Publié: (2026)

On a bi-lateral Adding Machine and its characterization
par: Mehdipour, Pouya, et autres
Publié: (2025)

Rigorously Characterizing Dynamics with Machine Learning
par: Gameiro, Marcio, et autres
Publié: (2025)

Deformation of invariant tori under perturbation
par: Wei, Wenyin, et autres
Publié: (2024)

Neural Manifolds as Crystallized Embeddings: A Synthesis of the Free Energy Principle, Generalized Synchronization, and Hebbian Plasticity
par: O'Reilly-Shah, Vikas N.
Publié: (2026)

Pointwise Ergodic Averages Along the Omega Function in Number Fields
par: Céspedes, Diego, et autres
Publié: (2026)

Prevalence of stability for smooth Blaschke product cocycles fixing the origin
par: González-Tokman, Cecilia, et autres
Publié: (2023)

Fixed point indices of iterates of orientation-reversing homeomorphisms
par: Graff, Grzegorz, et autres
Publié: (2024)

Attention Mechanisms in Dynamical Systems: A Case Study with Predator-Prey Models
par: Balaban, David
Publié: (2025)

Data-driven Identification of Attractors Using Machine Learning
par: Gameiro, Marcio, et autres
Publié: (2025)

On the creation of conjugate points for thermostats
par: Cuesta, Javier Echevarría, et autres
Publié: (2025)

Estimation of Persistence Diagrams via the Three Gap Theorem
par: Salas, Luis Suarez, et autres
Publié: (2026)

Partially hyperbolic sets with positive measure and $ACIP$ for partially hyperbolic systems
par: Zhang, Pengfei
Publié: (2010)

On the shifts of orbits and periodic orbits under perturbation and the change of Poincaré map Jacobian of periodic orbits
par: Wei, Wenyin, et autres
Publié: (2024)

Almost automorphic subshifts with finiteness conditions for the boundary of the separating cover
par: Sell, Daniel, et autres
Publié: (2024)

Linear Stability Analysis of Physics-Informed Random Projection Neural Networks for ODEs
par: Fabiani, Gianluca, et autres
Publié: (2024)

The Flow-Limit of Reflect-Reflect-Relax: Existence, Stability, and Discrete-Time Behavior
par: Lal, Manish Krishan
Publié: (2025)

Contraction, Criticality, and Capacity: A Dynamical-Systems Perspective on Echo-State Networks
par: Singh, Pradeep, et autres
Publié: (2025)

Convergence of Time-Average along Uniformly Behaved in ${\mathbb N}$ Sequences on Every Point
par: Jiang, Yunping, et autres
Publié: (2023)

Supervised Time Series Classification for Anomaly Detection in Subsea Engineering
par: Çokaj, Ergys, et autres
Publié: (2024)

Decidability of the isomorphism problem between multidimensional substitutive subshifts
par: Cabezas, Christopher, et autres
Publié: (2024)

Meromorphic functions whose action on their Julia sets is Non-Ergodic
par: Chen, Tao, et autres
Publié: (2024)