Steps minimize dissipation in rapidly driven stochastic systems
Steven Blaber, Miranda D. Louwerse, and David A. Sivak

TL;DR
This paper demonstrates that in rapidly driven stochastic systems, optimal energy dissipation is minimized by a universal two-step protocol, which can enhance efficiency in molecular machines and improve free-energy estimation.
Contribution
It introduces a universal two-step protocol for minimizing dissipation in fast-driven stochastic systems, applicable across various nonequilibrium processes.
Findings
Two-step protocols minimize dissipation at fixed duration.
Jump protocols can improve energetic efficiency.
Implementation enhances free-energy estimation accuracy.
Abstract
Micro- and nano-scale systems driven by rapid changes in control parameters (control protocols) dissipate significant energy. In the fast-protocol limit, we find that protocols that minimize dissipation at fixed duration are universally given by a two-step process, jumping to and from a point that balances jump size with fast relaxation. Jump protocols could be exploited by molecular machines or thermodynamic computing to improve energetic efficiency, and implemented in nonequilibrium free-energy estimation to improve accuracy.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
