Generalized Glauber Dynamics for Inference in Biology

Large interacting systems in biology often exhibit emergent dynamics, such as coexistence of multiple timescales, manifested by fat tails in the distribution of waiting times. While existing tools in statistical inference, such as maximum entropy models, reproduce the empirical steady-state distribu...

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Bibliographic Details
Main Authors: Xiaowen Chen, Maciej Winiarski, Alicja Puścian, Ewelina Knapska, Aleksandra M. Walczak, Thierry Mora
Format: Article
Language:English
Published: American Physical Society 2023-12-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.13.041053