Novel efficient reservoir computing methodologies for regular and irregular time series classification [0.03%]
处理规则和不规则时间序列分类的新型高效水库计算方法学
Zonglun Li,Andrey Andreev,Alexander Hramov et al.
Zonglun Li et al.
Time series is a data structure prevalent in a wide range of fields such as healthcare, finance and meteorology. It goes without saying that analyzing time series data holds the key to gaining insight into our day-to-day observations. Among...
Gengxiang Wang,Andrew Bickerdike,Yang Liu et al.
Gengxiang Wang et al.
This study develops a dynamics model of a microrobot vibrating in a blood vessel aiming to detect potential cancer metastasis. We derive an analytical solution for microrobot's motion, considering interactions with the vessel walls modelled...
Bifurcations in planar, quadratic mass-action networks with few reactions and low molecularity [0.03%]
具有少量反应和低分子性的平面二次质量作用网络中的分岔问题
Murad Banaji,Balázs Boros,Josef Hofbauer
Murad Banaji
In this paper we study bifurcations in mass-action networks with two chemical species and reactant complexes of molecularity no more than two. We refer to these as planar, quadratic networks as they give rise to (at most) quadratic differen...
Exploring chaos and ergodic behavior of an inductorless circuit driven by stochastic parameters [0.03%]
无电感电路的混沌与遍历性行为研究
Soumyajit Seth,Abhijit Bera,Vikram Pakrashi
Soumyajit Seth
There exist extensive studies on periodic and random perturbations of various smooth maps investigating their dynamics. Unlike smooth maps, non-smooth maps are yet to be studied extensively under a stochastic regime. This paper presents a s...
George Haller,Bálint Kaszás
George Haller
Dynamic mode decomposition (DMD) and its variants, such as extended DMD (EDMD), are broadly used to fit simple linear models to dynamical systems known from observable data. As DMD methods work well in several situations but perform poorly ...
Xianfeng Chen,Tjebbe de Lint,Farbod Alijani et al.
Xianfeng Chen et al.
The ultimate isolation offered by levitation provides new opportunities for studying fundamental science and realizing ultra-sensitive floating sensors. Among different levitation schemes, diamagnetic levitation is attractive because it all...
A M D&#x;Altri,G Vlachakis,S de Miranda et al.
A M D&#x;Altri et al.
In this paper, a computational approach based on numerical dissipation is proposed to simulate rocking blocks. A rocking block is idealized as a solid body interacting with its foundation through a contact-based formulation. An implicit tim...
Sliding mode tracking control of a class of fractional-order nonstrict-feedback nonlinear systems [0.03%]
一类分数阶非严格反馈非线性系统的滑模跟踪控制
Reza Mohsenipour,Daniel Massicotte
Reza Mohsenipour
Since the Leibniz rule for integer-order derivatives of the product of functions, which includes a finite number of terms, is not true for fractional-order (FO) derivatives of that, all sliding mode control (SMC) methods introduced in the l...
Massimo A Achterberg,Mattia Sensi
Massimo A Achterberg
The interplay between disease spreading and personal risk perception is of key importance for modelling the spread of infectious diseases. We propose a planar system of ordinary differential equations (ODEs) to describe the co-evolution of ...
Information-epidemic co-evolution propagation under policy intervention in multiplex networks [0.03%]
政策干预下多层网络上的信息疫情共演化传播研究
Qian Yin,Zhishuang Wang,Chengyi Xia
Qian Yin
The emergence of epidemics has seriously threatened the running of human society, such as COVID-19. During the epidemics, some external factors usually have a non-negligible impact on the epidemic transmission. Therefore, we not only consid...