会议论文详细信息
International Meeting on High-Dimensional Data-Driven Science 2015
Causal analysis, Correlation-Response, and Dynamic cavity
Aurell, Erik^1,2 ; Ferraro, Gino Del^3
Dept Computational Biology, Center for Quantum Materials, KTH-Royal Institute of Technology, Stockholm
SE-100 44, Sweden^1
Depts of Information and Computer Science and Applied Physics, Aalto University, P.O. Box 15400, Aalto
FI-00076, Finland^2
Dept Computational Biology, KTH-Royal Institute of Technology, Stockholm
SE-100 44, Sweden^3
关键词: Causal analysis;    Non-equilibrium process;    Response theory;    Stationary state;   
Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/699/1/012002/pdf
DOI  :  10.1088/1742-6596/699/1/012002
来源: IOP
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【 摘 要 】

The purpose of this note is to point out analogies between causal analysis in statistics and the correlation-response theory in statistical physics. It is further shown that for some systems the dynamic cavity offers a way to compute the stationary state of a non-equilibrium process effectively, which could then be taken an alternative starting point of causal analysis.

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