Inverse problem robustness for multi-species mean-field spin models
Inverse problem robustness for multi-species mean-field spin models
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DOI：
10.1088/1751-8113/46/6/065001
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发表时间：
2013-02-15
影响因子：
2.1
通讯作者：
Contucci, Pierluigi
中科院分区：
文献类型：
--
作者：
Fedele, Micaela;Vernia, Cecilia;Contucci, Pierluigi
针对代表不同种类粒子混合物的一类平均场统计力学模型测试了反问题方法。针对物理参数、系统尺寸和独立样本的不同值，研究了反演的鲁棒性。我们展示了如何以百分之几的精度重建参数值。
The inverse problem method is tested for a class of mean-field statistical mechanics models representing a mixture of particles of different species. The robustness of the inversion is investigated for different values of the physical parameters, system sizes and independent samples. We show how to reconstruct the parameter values with a precision of a few per cent.