Variational Quantum Dynamics of Two-Dimensional Rotor Models
Matija Medvidović, Dries Sels
Abstract
Classical variational methods are used to simulate the dynamics of two-dimensional quantum models with continuous degrees of freedom using neural networks, pushing the limits of classical computation in simulating these systems.
Topics & Concepts
ComputationDynamics (music)QuantumRotor (electric)Degrees of freedom (physics and chemistry)Classical mechanicsQuantum dynamicsStatistical physicsComputer scienceArtificial neural networkPhysicsQuantum mechanicsArtificial intelligenceAlgorithmAcousticsQuantum many-body systemsModel Reduction and Neural NetworksNeural Networks and Reservoir Computing