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Optimal Closed-Loop Control of Active Particles and a Minimal Information Engine

Rosalba Garcia-Millan1,2,3,*, Janik Schüttler2,*, Michael E. Cates2, and Sarah A. M. Loos2,†

  • *These authors contributed equally to this work.
  • †Contact author: sarah.loos@ds.mpg.de Present address: Max Planck Institute for Dynamics and Self-Organization, 37077 Göttingen, Germany.

Thermodynamic Signatures of Sensing and Amplification by Periodically Driven Hair-Cell Bundles

Yanathip Thipmaungprom, Laila Saliekh, Rodrigo Alonso, Édgar Roldán, Florian Berger, and Roman Belousov

PRX Life 4 013039 (2026)

Optimal work control for an activity-driven odd tracer in a viscoelastic bath

Koushik Goswami, Hong-Yan Shih, Cheng-Hung Chang, Hsuan-Yi Chen, and Pik-Yin Lai

Phys. Rev. Research 8 023248 (2026)

Harnessing Higher-Dimensional Fluctuations in an Information Engine

Antonio Patrón Castro, John Bechhoefer, and David A. Sivak

Phys. Rev. Lett. 136 047101 (2026)

Self-Propulsion Symmetries Determine Entropy Production of Active Particles with Hidden States

Jacob Knight, Farid Kaveh, and Gunnar Pruessner

Phys. Rev. Lett. 136 198302 (2026)

Machine-learning-derived protocols for information-based work extraction from active particles

Grzegorz Szamel

Phys. Rev. E 113 L033402 (2026)

Macromolecular diffusion in dynamic cross-linked networks: From intrinsic physical properties to dynamics and transport

Linghe Cheng, Wenlong Chen, Yuming Wang, Xueqing Jin, Wenjie Wei, and Li-Tang Yan

Chemical Physics Reviews 7 011302 (2026)

Optimal Control in Soft and Active Matter

José Alvarado, Erin G. Teich, David A. Sivak, and John Bechhoefer

Annual Review of Condensed Matter Physics 17 327 (2026)

Mechanical work extraction from an error-prone active dynamic Szilard engine

Luca Cocconi, Paolo Malgaretti, and Holger Stark

SciPost Phys. 19 138 (2025)

Optimal transitions between nonequilibrium steady states

Samuel Monter, Sarah A. M. Loos, and Clemens Bechinger

Proc. Natl. Acad. Sci. U.S.A. 122 e2510654122 (2025)

Optimal work control for an odd-diffusive tracer under active fluctuations

Koushik Goswami, Hong-Yan Shih, Cheng-Hung Chang, Hsuan-Yi Chen, and Pik-Yin Lai

Phys. Rev. Research 7 043309 (2025)

Active particles in moving traps: Minimum work protocols and information efficiency of work extraction

Janik Schüttler, Rosalba Garcia-Millan, Michael E. Cates, and Sarah A. M. Loos

Phys. Rev. E 112 024119 (2025)

Optimal control strategy for collisional Brownian engines

Gustavo A. L. Forão

Phys. Rev. E 112 054105 (2025)

Thermodynamic geometric control of active matter

Yating Wang, Enmai Lei, Yu-Han Ma, Z. C. Tu, and Geng Li

Phys. Rev. E 112 054124 (2025)

Memory-aware feedback enhances power in active information engines

Sehoon Bahng, Jae Sung Lee, and Cheol-Min Ghim

Phys. Rev. E 112 054134 (2025)

Harnessing non-equilibrium forces to optimize work extraction

Kristian Stølevik Olsen, Rémi Goerlich, Yael Roichman, and Hartmut Löwen

Nat Commun 16 11031 (2025)

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