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From measurements to inferences of physical quantities in numerical simulations

机译:从数值模拟中的测量到物理量的推断

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We propose a change of style for numerical estimations of physical quantities from measurements to inferences. We estimate the most probable quantities for all the parameter region simultaneously by using the raw data cooperatively. Estimations with higher precisions are made possible. We can obtain a physical quantity as a continuous function, which is processed to obtain another quantity. We applied the method to the Heisenberg spin-glass model in three dimensions. A dynamic correlation-length scaling analysis suggests that the spin-glass and the chiral-glass transitions occur at the same temperature with a common exponent.. The value is consistent with the experimental results. We explained a spin-chirality separation problem by a size-crossover effect.
机译:我们提出了从物理量到推理量的物理量数值估计样式的更改。通过协同使用原始数据,我们可以同时估计所有参数区域的最可能数量。可以进行更高精确度的估算。我们可以获得作为连续函数的物理量,将其处理以获得另一个量。我们将该方法应用于三维Heisenberg自旋玻璃模型。动态相关长度标度分析表明,自旋玻璃和手性玻璃的转变发生在相同的温度下,并且具有相同的指数。该值与实验结果一致。我们通过尺寸交叉效应解释了自旋手性分离问题。

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