在使用基尼和加尔各答指数的接口模型中描述过渡的预测
Diksha1, Gunnemeda Eswar1, Soumyajyoti Biswas1
1Department of Physics, SRM University - AP, Andhra Pradesh 522240, India.
Physical review. E
|May 17, 2024
概括
现在可以通过分析间歇性响应变化来预测系统描述过渡. 经济不平等的指标,如吉尼指数,表明驱动接口系统的即将出现.
科学领域:
- 物理 物理学 物理
- 材料科学 材料科学 材料科学
- 复杂的系统复杂的系统.
背景情况:
- 间歇性动力学和分离在各种系统中很常见,如断裂,超导体和流体入侵.
- 预测这些系统中的描绘过渡仍然是一个挑战.
研究的目的:
- 开发一个框架,用于预测驱动接口系统中即将发生的定义转换.
- 在定义之前,通过分析系统响应的变化来识别前体信号.
主要方法:
- 利用经济不平等指标,特别是吉尼指数和加尔各答指数,来量化前临界系统的不平等反应.
- 这些指数的计算是基于响应的无尺度大小分布.
- 分析这些指数的交叉点作为定义前体.
主要成果:
- 吉尼指数和加尔各答指数的交叉点作为即将到来的决定性过渡的可靠前体.
- 这些指数的衍生表达式和它们的交叉点用于无尺度响应分布.
- 成功地将该方法应用于爱德华兹-威尔金森,卡达尔-帕里西-张和光纤捆绑模型.
结论:
- 拟议的框架提供了一种新的方法,用于预测各种接口动态中定义过渡的情况.
- 这些发现解释了先前在自我组织的关键系统中观察到的吉尼和加尔各答指数的近普遍值.
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