A global thermodynamic manifold for optimal conservative control
ORAL
Abstract
The problem of determining minimum-work protocols (MWPs) for driving stochastic systems arises in many contexts, including the design of single-molecule experiments, the study of biological molecular motors, and in the development of nanotechnology. A widely used approximation recasts MWPs as geodesics on a thermodynamic manifold whose metric tensor is a generalized friction that depends only on a system's equilibrium properties. We advance this framework by introducing a full-control tensor that describes a global thermodynamic manifold from which arbitrary conservative-control friction tensors may be obtained as inherited metrics on hypersurfaces of constraint. This geometric structure offers a practical means of systematically comparing different sets of control parameters. Computation is also facilitated in this framework: while parametric-control friction tensors have typically been estimated from simulations, we show that the full-control tensor is obtainable from elementary matrix operations. Additionally, a spectral decomposition of the friction-tensor suggests design principles for MWPs and provides insight into the domain of applicability of the formalism.
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Publication: "Dynamical and spectral decompositions of the generalized friction tensor for optimal control", J.R. Sawchuk & D.A. Sivak. (2024) arXiv:2409.18065 (Preprint, final work in progress to be submitted to PRX)
Presenters
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Jordan Sawchuk
Simon Fraser University
Authors
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Jordan Sawchuk
Simon Fraser University
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David A Sivak
Simon Fraser University