TY - JOUR
T1 - Statistical analysis of complex systems with nonclassical invariant measures
AU - Fratalocchi, Andrea
N1 - KAUST Repository Item: Exported on 2020-10-01
PY - 2011/2/28
Y1 - 2011/2/28
N2 - 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.
AB - 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.
UR - http://hdl.handle.net/10754/552985
UR - http://link.aps.org/doi/10.1103/PhysRevE.83.021116
UR - http://www.scopus.com/inward/record.url?scp=79952548116&partnerID=8YFLogxK
U2 - 10.1103/PhysRevE.83.021116
DO - 10.1103/PhysRevE.83.021116
M3 - Article
C2 - 21405827
SN - 1539-3755
VL - 83
JO - Physical Review E
JF - Physical Review E
IS - 2
ER -