A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics
A reservoir computer (RC) is a type of recurrent neural network architecture with
demonstrated success in the prediction of spatiotemporally chaotic dynamical systems. A …
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 …
observations to a model of the observed system, the author provides a general framework …
Chaos control and solutions of fractional-order Malkus waterwheel model
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 …
system of nonlinear ordinary differential equations. In this investigation, we consider …
[HTML][HTML] The thermodynamic efficiency of the Lorenz system
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 …
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
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 …
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
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 …
much systems can regularly work if an appropriate control strategy is adopted. Along with …
[HTML][HTML] Maximal transport in the Lorenz equations
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 …
for solutions of the Lorenz equations without assuming statistical stationarity. The bounds …
A new chaotic electro-mechanical oscillator
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 …
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
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 …
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 …
transport properties of fluid flows inspired by the physical phenomenon of buoyancy-driven …