Engineering Dynamical Couplings for Quantum Thermodynamic Tasks
Matteo Carrega, Loris Maria Cangemi, G. De Filippis, V. Cataudella, Giuliano Benenti, Maura Sassetti
Abstract
An open quantum system, where system-environment couplings are periodically modulated, is studied, and formalism is developed to apply optimal control and machine learning techniques to quantum thermal machines.
Topics & Concepts
Dissipative systemQuantum thermodynamicsQuantumWork (physics)PhysicsModulation (music)Statistical physicsRectifier (neural networks)Computer scienceQuantum mechanicsAcousticsRecurrent neural networkMachine learningStochastic neural networkArtificial neural networkAdvanced Thermodynamics and Statistical MechanicsThermal Radiation and Cooling TechnologiesThermal properties of materials