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Optimal Control of Underdamped Systems: An Analytic Approach
Julia Sanders1, Marco Baldovin2, Paolo Muratore-Ginanneschi1
1Department of Mathematics and Statistics, University of Helsinki, 00014 Helsinki, Finland.
We developed analytic techniques for optimal control of stochastic underdamped systems, minimizing thermodynamic cost for nanoscale electronics. Our methods enable precise control and prediction of inertial effects in quantum systems.
Area of Science:
- Physics
- Physical Chemistry
- Statistical Mechanics
Background:
- Optimal control theory seeks to minimize costs in system transitions.
- Stochastic systems present challenges, especially in underdamped dynamics relevant to nanoscale electronics.
- Existing methods often focus on overdamped systems, limiting applicability.
Purpose of the Study:
- Develop analytic techniques for optimal control of stochastic underdamped dynamics.
- Minimize thermodynamic cost during finite-time transitions.
- Address challenges in nanoscale electronic component design.
Main Methods:
- Applied optimal control theory to underdamped stochastic dynamics.
- Utilized Kullback-Leibler divergence and mean entropy production as cost functions.
- Developed an infinite-dimensional Poincaré-Lindstedt perturbation theory for Maxwell-Boltzmann distributions.
- Solved Lyapunov equations for Gaussian state transitions.
Main Results:
- Derived optimal protocols for minimum thermodynamic cost in underdamped systems.
- Showed optimal protocols satisfy Lyapunov equations for Gaussian states.
- Introduced a novel perturbation theory improving standard multiscale expansions.
- Enabled explicit computation of momentum cumulants for underdamped dynamics.
Conclusions:
- The developed analytic techniques provide a robust framework for optimal control of underdamped stochastic systems.
- Results offer insights into thermodynamic costs and inertial effects in nanoscale systems.
- The new perturbation theory advances the study of non-equilibrium statistical mechanics.
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