Irreversible and Reversible Behavior of Spin Glasses: Broken Ergodicity

1982 ◽  
Vol 21 ◽  
Author(s):  
C. M. Soukoulis ◽  
G.S. Grest ◽  
K. Levin

Over the past decade, a great deal of effort has gone into understanding the properties of spin glasses [1,2]. However, because these are rather unique systems which show simultaneously apparent phase transition as well as metastable or glassy behavior, progress has been slow. Though it was initially believed that spin glasses could be treated as if they had a true equilibrium phase transition, we now recognize that this cannot be the whole story. Recently, it has become clear that spin glasses are very complex systems, in which irreversible and time dependent effects play an important role. We now know that one must go beyond the regime of validity of equilibrium thermodynamics. In this paper, we will discuss the mountinq evidence, both experimental and theoretical, for why nonequilibrium approaches are essential in order to understand spin glasses.

2016 ◽  
Vol 108 (18) ◽  
pp. 183701 ◽  
Author(s):  
Yi-Teng Hsiao ◽  
Kuan-Ting Wu ◽  
Nariya Uchida ◽  
Wei-Yen Woon

2019 ◽  
Vol 31 (18) ◽  
pp. 7160-7166 ◽  
Author(s):  
Takahiro Yoshinari ◽  
Takuya Mori ◽  
Kazufumi Otani ◽  
Toshiyuki Munesada ◽  
Kentaro Yamamoto ◽  
...  

2020 ◽  
Vol 17 (172) ◽  
pp. 20200752
Author(s):  
Tuan Minh Pham ◽  
Imre Kondor ◽  
Rudolf Hanel ◽  
Stefan Thurner

With the availability of internet, social media, etc., the interconnectedness of people within most societies has increased tremendously over the past decades. Across the same timespan, an increasing level of fragmentation of society into small isolated groups has been observed. With a simple model of a society, in which the dynamics of individual opinion formation is integrated with social balance, we show that these two phenomena might be tightly related. We identify a critical level of interconnectedness, above which society fragments into sub-communities that are internally cohesive and hostile towards other groups. This critical communication density necessarily exists in the presence of social balance, and arises from the underlying mathematical structure of a phase transition known from the theory of disordered magnets called spin glasses. We discuss the consequences of this phase transition for social fragmentation in society.


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