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Physical Review Research

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Phys. Rev. E (1)

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Diagrammatic expressions for steady-state distribution and static responses in population dynamics

Koya Katayama ^1,*, Ryuna Nagayama ¹, and Sosuke Ito ^1,2

¹Department of Physics, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
²Universal Biology Institute, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan

^*Contact author: koya.katayama@ubi.s.u-tokyo.ac.jp

Integrated covariances as excess observables weighted by currents and activities

Timur Aslyamov and Massimiliano Esposito

Phys. Rev. E 113 054137 (2026)

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