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Optimal Control of Stochastic Reaction Networks with Entropic Control Cost and Emergence of Mode-Switching Strategies

Shuhei A. Horiguchi*,† and Tetsuya J. Kobayashi‡,§

  • Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan

  • *Present address: Nano Life Science Institute, Kanazawa University, Kanazawa 920-1192, Japan.
  • †Contact author: shuhei.a.horiguchi@gmail.com
  • ‡Present address: Institute of Industrial Science, The University of Tokyo, Tokyo 153-8505, Japan and Universal Biology Institute, The University of Tokyo, Tokyo 113-8654, Japan.
  • §Contact author: tetsuya@mail.crmind.net

Generalized finite-time optimal control framework in stochastic thermodynamics

Atul Tanaji Mohite and Heiko Rieger

Phys. Rev. Research 8 033340 (2026)

Thermodynamic length in stochastic thermodynamics of far-from-equilibrium systems: Unification of fluctuation relation and thermodynamic uncertainty relation

Atul Tanaji Mohite and Heiko Rieger

Phys. Rev. E 114 014103 (2026)

Self-organized social distancing during epidemics when the force of infection depends on susceptible and infectious behavior

Simon K. Schnyder, John J. Molina, Joel C. Miller, Ryoichi Yamamoto, Tetsuya J. Kobayashi, and Matthew S. Turner

MBE 23 148 (2026)

An Evolving New Paradigm for Assessing the Risk of Radiation-Induced Cancer (Radcancer)

Bobby R. Scott

Dose-Response 24 15593258261503529 (2026)

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