论文标题

眼镜熔化的理论

Theory of melting of glasses

论文作者

Varma, Chandra M.

论文摘要

储层计算是预测湍流的有力工具,其简单的架构具有处理大型系统的计算效率。然而,其实现通常需要完整的状态向量测量和系统非线性知识。我们使用非线性投影函数将系统测量扩展到高维空间,然后将其输入到储层中以获得预测。我们展示了这种储层计算网络在时空混沌系统上的应用,该系统模拟了湍流的若干特征。我们表明,使用径向基函数作为非线性投影器,即使只有部分观测并且不知道控制方程,也能稳健地捕捉复杂的系统非线性。最后,我们表明,当测量稀疏、不完整且带有噪声,甚至控制方程变得不准确时,我们的网络仍然可以产生相当准确的预测,从而为实际湍流系统的无模型预测铺平了道路。

Glassy matter like crystals resists change in shape. Therefore a theory for their continuous melting should show how the shear elastic constant $μ$ goes to zero. Since viscosity is the long wave-length low frequency limit of shear correlations, the same theory should give phenomena like the Volger-Fulcher dependence of the viscosity on temperature near the transition. A continuum model interrupted randomly by asymmetric rigid defects with orientational degrees of freedom is considered. Such defects are orthogonal to the continuum excitations, and are required to be imprisoned by rotational motion of the nearby atoms of the continuum. The defects interact with an angle dependent $μ/r^3$ potential. A renormalization group for the elastic constants, and the fugacity of the defects in 3D is constructed. The principal results are that there is a scale-invariant reduction of $μ$ as a function of length at any temperature $T < T_0$, above which it is 0 macrosopically but has a finite correlation length $ξ(T)$ which diverges as $T \to T_0$. Viscosity is shown to be proportional to $ξ^2(T)$ and has the Vogel-Fulcher form. The specific heat is $\propto ξ^{-3}(T)$. As $T \to T_0$, the Kauzman temperature from above, the configuration entropy of the liquid is exhausted. The theory also gives the ``fragility" of glasses in terms of their $T_0/μ$.

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