Optimal Control of Nonequilibrium Systems through Automatic Differentiation
Megan C. Engel, Jamie Smith, Michael P. Brenner
Abstract
A new approach to computing optimal nonequilibrium controls applicable to complex systems far from equilibrium, providing a tool for expanded studies into optimized nanotechnology and the evolution of biomolecular systems.
Topics & Concepts
Non-equilibrium thermodynamicsComplex systemComputer scienceStatistical physicsPhysicsArtificial intelligenceThermodynamicsAdvanced Thermodynamics and Statistical Mechanicsstochastic dynamics and bifurcationthermodynamics and calorimetric analyses