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Updated: Jul 25, 2025

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在数据驱动下发现集体运动的随机动态方程

Arshed Nabeel1,2, Vivek Jadhav1, Danny Raj M3

  • 1Center for Ecological Sciences, Indian Institute of Science, Bengaluru, India.

Physical biology
|June 27, 2023
PubMed
概括

介面层聚合模型揭示了对对相互作用中的噪声诱导的顺序,以及高阶相互作用中的结合决定性/随机力. 数据驱动的方法揭示了从平均场理论中偏离的大小依赖的动态.

关键词:
数据驱动的方程发现.有限大小的影响.朗格温的动力学在中尺度建模中使用中尺度模型.噪音引起的过渡.基于物理的机器学习.自我组织自我组织.

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