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Loopy Levy flights enhance tracer diffusion in active suspensions 期刊论文
NATURE, 2020, 579 (7799) : 364-+
作者:  Hu, Bo;  Jin, Chengcheng;  Zeng, Xing;  Resch, Jon M.;  Jedrychowski, Mark P.;  Yang, Zongfang;  Desai, Bhavna N.;  Banks, Alexander S.;  Lowell, Bradford B.;  Mathis, Diane;  Spiegelman, Bruce M.
收藏  |  浏览/下载:17/0  |  提交时间:2020/07/03

A theoretical framework describing the hydrodynamic interactions between a passive particle and an active medium in out-of-equilibrium systems predicts long-range Levy flights for the diffusing particle driven by the density of the active component.


Brownian motion is widely used as a model of diffusion in equilibrium media throughout the physical, chemical and biological sciences. However, many real-world systems are intrinsically out of equilibrium owing to energy-dissipating active processes underlying their mechanical and dynamical features(1). The diffusion process followed by a passive tracer in prototypical active media, such as suspensions of active colloids or swimming microorganisms(2), differs considerably from Brownian motion, as revealed by a greatly enhanced diffusion coefficient(3-10) and non-Gaussian statistics of the tracer displacements(6,9,10). Although these characteristic features have been extensively observed experimentally, there is so far no comprehensive theory explaining how they emerge from the microscopic dynamics of the system. Here we develop a theoretical framework to model the hydrodynamic interactions between the tracer and the active swimmers, which shows that the tracer follows a non-Markovian coloured Poisson process that accounts for all empirical observations. The theory predicts a long-lived Levy flight regime(11) of the loopy tracer motion with a non-monotonic crossover between two different power-law exponents. The duration of this regime can be tuned by the swimmer density, suggesting that the optimal foraging strategy of swimming microorganisms might depend crucially on their density in order to exploit the Levy flights of nutrients(12). Our framework can be applied to address important theoretical questions, such as the thermodynamics of active systems(13), and practical ones, such as the interaction of swimming microorganisms with nutrients and other small particles(14) (for example, degraded plastic) and the design of artificial nanoscale machines(15).


  
Statistical forecasting of tropical cyclone landfall activities over the North Indian Ocean rim countries 期刊论文
ATMOSPHERIC RESEARCH, 2019, 227: 89-100
作者:  Wahiduzzaman, Md;  Yeasmin, Alea
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
Statistical forecasting  Tropical cyclones  Poisson Regression  Generalised Additive Model  North Indian Ocean  
Modeling ingrowth for empirical forest prediction systems 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 433: 771-779
作者:  Zell, Juergen;  Rohner, Brigitte;  Thuerig, Esther;  Stadelmann, Golo
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Forest scenario model  Negative binomial distribution  Swiss national forest inventory  Multinomial regression  Poisson distribution  Recruitment modeling  Weibull distribution  Zero inflation  
From a breeze to the four winds: A panel analysis of the international diffusion of renewable energy incentive policies (2005-2015) 期刊论文
ENERGY POLICY, 2019, 125: 317-329
作者:  Cia Alves, Elia Elisa;  Steiner, Andrea;  Medeiros, Marcelo de Almeida;  Alves da Silva, Marcelo Eduardo
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Renewable energy  Policy diffusion  Poisson regression model  Panel analysis  
Modelling serial clustering and inter-annual variability of European winter windstorms based on large-scale drivers 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (7) : 3044-3057
作者:  Walz, Michael A.;  Befort, Daniel J.;  Kirchner-Bossi, Nicolas Otto;  Ulbrich, Uwe;  Leckebusch, Gregor C.
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
extratropical cyclones  large-scale drivers  North Atlantic Oscillation  Poisson model  Scandinavian pattern  serial clustering  statistical modelling  windstorms  
Nonlinear response of precipitation to climate indices using a non-stationary Poisson-generalized Pareto model: case study of southeastern Canada 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38: E875-E888
作者:  Thiombiano, Alida N.;  St-Hilaire, Andre;  El Adlouni, Salah-Eddine;  Ouarda, Taha B. M. J.
收藏  |  浏览/下载:13/0  |  提交时间:2019/04/09
nonlinearity  non-stationarity  Poisson-generalized Pareto model  AO index  PNA index  B-splines  precipitation  Canada  
Modelling daily rainfall with climatological predictors: Poisson-gamma generalized linear modelling approach 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 (3)
作者:  Yunus, Rossita M.;  Hasan, Masud M.;  Razak, Nuradhiathy A.;  Zubairi, Yong Z.;  Dunn, Peter K.
收藏  |  浏览/下载:0/0  |  提交时间:2019/04/09
EDM  Tweedie  Poisson-gamma model  rainfall modelling