output
20092026
most citedUsing Machine Learning to Replicate Chaotic Attractors and Calculate Lyapunov Exponents from Data

633 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024 · nlin.CDShow all

4 papers · 2 filters

nlin.CD2024★ 5 cited

Singularity of Levy walks in the lifted Pomeau-Manneville map

Samuel Brevitt, Alexander Schulz, Dominic Pegler +2

Since groundbreaking works in the 1980s it is well-known that simple deterministic dynamical systems can display intermittent dynamics and weak chaos leading to anomalous diffusion…

nlin.CD2024★ 4 cited

Anomalous Diffusion in the Square Soft Lorentz Gas

Esko Toivonen, Joni Kaipainen, Matti Molkkari +3

We demonstrate and analyze anomalous diffusion properties of point-like particles in a two-dimensional system with circular scatterers arranged in a square lattice and governed by…

nlin.CD2024

Time-Lagged Recurrence: a data-driven method to estimate the predictability of dynamical systems

Chenyu Dong, Davide Faranda, Adriano Gualandi +2

Nonlinear dynamical systems are ubiquitous in nature and they are hard to forecast. Not only they may be sensitive to small perturbations in their initial conditions, but they are…

nlin.CD2024★ 4 cited

Designing robust trajectories by lobe dynamics in low-dimensional Hamiltonian systems

Naoki Hiraiwa, Mai Bando, Isaia Nisoli +1

Modern space missions with uncrewed spacecraft require robust trajectory design to connect multiple chaotic orbits by small controls. To address this issue, we propose a control sc…