Gaussian Process States: A Data-Driven Representation of Quantum Many-Body Physics
Aldo Glielmo, Yannic Rath, Gábor Cśanyi, Alessandro De Vita, George H. Booth
Abstract
A new representation of the quantum wave function statistically infers the state based on knowledge of a subset of possible classical configurations, a key step for accurately simulating many-body quantum systems.
Topics & Concepts
AnsatzStatistical physicsQuantum stateGaussianQuantumGaussian processParametric statisticsComputer scienceApplied mathematicsPhysicsQuantum mechanicsMathematicsStatisticsQuantum many-body systemsMachine Learning in Materials ScienceAdvanced Thermodynamics and Statistical Mechanics