Information Propagation in Predator-Prey Dynamics of Turbulent Plasma
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arXiv
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| Format: | Preprint |
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2025
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| _version_ | 1866914274192916480 |
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| author | Tanogami, Tomohiro Sasaki, Makoto Kobayashi, Tatsuya |
| author_facet | Tanogami, Tomohiro Sasaki, Makoto Kobayashi, Tatsuya |
| contents | Magnetically confined fusion plasmas exhibit predator-prey-like cyclic oscillations through the self-regulating interaction between drift-wave turbulence and zonal flow. To elucidate the detailed mechanism and causality underlying this phenomenon, we construct a simple stochastic predator-prey model that incorporates intrinsic fluctuations and analyze its statistical properties from an information-theoretic perspective. We first show that the model exhibits persistent fluctuating cyclic oscillations called quasi-cycles due to amplification of intrinsic noise. This result suggests the possibility that the previously observed periodic oscillations in a toroidal plasma are not limit cycles but quasi-cycles, and that such quasi-cycles may be widely observed under various conditions. For this model, we further prove that information of the zonal flow is propagated to turbulence. This result suggests that turbulence behavior may be predictable to a certain extent based on zonal flow characteristics. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2508_05127 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Information Propagation in Predator-Prey Dynamics of Turbulent Plasma Tanogami, Tomohiro Sasaki, Makoto Kobayashi, Tatsuya Plasma Physics Statistical Mechanics Fluid Dynamics Magnetically confined fusion plasmas exhibit predator-prey-like cyclic oscillations through the self-regulating interaction between drift-wave turbulence and zonal flow. To elucidate the detailed mechanism and causality underlying this phenomenon, we construct a simple stochastic predator-prey model that incorporates intrinsic fluctuations and analyze its statistical properties from an information-theoretic perspective. We first show that the model exhibits persistent fluctuating cyclic oscillations called quasi-cycles due to amplification of intrinsic noise. This result suggests the possibility that the previously observed periodic oscillations in a toroidal plasma are not limit cycles but quasi-cycles, and that such quasi-cycles may be widely observed under various conditions. For this model, we further prove that information of the zonal flow is propagated to turbulence. This result suggests that turbulence behavior may be predictable to a certain extent based on zonal flow characteristics. |
| title | Information Propagation in Predator-Prey Dynamics of Turbulent Plasma |
| topic | Plasma Physics Statistical Mechanics Fluid Dynamics |
| url | https://arxiv.org/abs/2508.05127 |