Statistical analysis of complex systems with nonclassical invariant measures

被引:2
作者
Fratalocchi, A. [1 ,2 ]
机构
[1] King Abdullah Univ Sci & Technol, Fac Elect Engn, PRIMALIGHT, Thuwal 239556900, Saudi Arabia
[2] Univ Roma La Sapienza, Dept Phys, I-00185 Rome, Italy
关键词
MECHANICS; DYNAMICS; MODEL;
D O I
10.1103/PhysRevE.83.021116
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
I investigate the problem of finding a statistical description of a complex many-body system whose invariant measure cannot be constructed stemming from classical thermodynamics ensembles. By taking solitons as a reference system and by employing a general formalism based on the Ablowitz-Kaup-Newell-Segur scheme, I demonstrate how to build an invariant measure and, within a one-dimensional phase space, how to develop a suitable thermodynamics. A detailed example is provided with a universal model of wave propagation, with reference to a transparent potential sustaining gray solitons. The system shows a rich thermodynamic scenario, with a free-energy landscape supporting phase transitions and controllable emergent properties. I finally discuss the origin of such behavior, trying to identify common denominators in the area of complex dynamics.
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页数:9
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