A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics

JA Platt, SG Penny, TA Smith, TC Chen, HDI Abarbanel - Neural Networks, 2022 - Elsevier
A reservoir computer (RC) is a type of recurrent neural network architecture with
demonstrated success in the prediction of spatiotemporally chaotic dynamical systems. A …

[KNJIGA][B] Predicting the future: completing models of observed complex systems

H Abarbanel - 2013 - books.google.com
Through the development of an exact path integral for use in transferring information from
observations to a model of the observed system, the author provides a general framework …

Chaos control and solutions of fractional-order Malkus waterwheel model

MA Akinlar, F Tchier, M Inc - Chaos, Solitons & Fractals, 2020 - Elsevier
Malkus waterwheel model is a Lorenz type chaotic-physical model expressed in terms of a
system of nonlinear ordinary differential equations. In this investigation, we consider …

[HTML][HTML] The thermodynamic efficiency of the Lorenz system

ÁG López, F Benito, J Sabuco… - Chaos, Solitons & Fractals, 2023 - Elsevier
We study the thermodynamic efficiency of the Malkus–Lorenz waterwheel. For this purpose,
we derive an exact analytical formula that describes the efficiency of this dissipative structure …

[HTML][HTML] Remarks on fractal-fractional Malkus Waterwheel model with computational analysis

L Guran, EK Akgül, A Akgül, MF Bota - Symmetry, 2022 - mdpi.com
In this paper, we investigate the fractal-fractional Malkus Waterwheel model in detail. We
discuss the existence and uniqueness of a solution of the fractal-fractional model using the …

[KNJIGA][B] Control of imperfect nonlinear electromechanical large scale systems: from dynamics to hardware implementation

L Fortuna, A Buscarino, M Frasca, C Famoso - 2017 - books.google.com
This book focuses on a class of uncertain systems that are called imperfect, and shows how
much systems can regularly work if an appropriate control strategy is adopted. Along with …

[HTML][HTML] Maximal transport in the Lorenz equations

AN Souza, CR Doering - Physics Letters A, 2015 - Elsevier
We derive rigorous upper bounds on the transport< XY> where<⋅> indicates time average,
for solutions of the Lorenz equations without assuming statistical stationarity. The bounds …

A new chaotic electro-mechanical oscillator

A Buscarino, C Famoso, L Fortuna… - International Journal of …, 2016 - World Scientific
In this paper, a new electro-mechanical chaotic oscillator is presented. The system is based
on the motion of the metal tip of a beam in a double-well potential generated by two …

Subtle dynamics of the chaotic torsion pendulum: a detailed comparison between experiments and numerical simulations

G **e, Z Yan, J Gao, H Yang, Y Lan… - European Journal of …, 2024 - iopscience.iop.org
We conduct a detailed experimental and numerical study on the subtle dynamics of the
chaotic torsion pendulum (CTP). We first present experimental observations reported by …

An Optimal Control Approach to Bounding Transport Properties of Thermal Convection.

AN Souza - 2016 - deepblue.lib.umich.edu
This dissertation explores and develops an optimal control approach to upper bounds on
transport properties of fluid flows inspired by the physical phenomenon of buoyancy-driven …