A Variational Ansatz for the Ground State of the Quantum Sherrington-Kirkpatrick Model
arXiv:2204.02923 · doi:10.1103/PhysRevLett.129.220401
Abstract
We present an ansatz for the ground states of the Quantum Sherrington-Kirkpatrick model, a paradigmatic model for quantum spin glasses. Our ansatz, based on the concept of generalized coherent states, very well captures the fundamental aspects of the model, including the ground state energy and the position of the spin glass phase transition. It further enables us to study some previously unexplored features, such as the non-vanishing longitudinal field regime and the entanglement structure of the ground states. We find that the ground state entanglement can be captured by a simple ensemble of weighted graph states with normally distributed phase gates, leading to a volume law entanglement, contrasting with predictions based on entanglement monogamy.
arXiv comment9 pages, 5 figures
References in corpus (29)
- Variational Quantum Algorithms
- Adiabatic Quantum Computing
- The many-body localization phase transition
- Theory of Quantum Annealing of an Ising Spin Glass
- Monogamy of entanglement and other correlations
- The Quantum Approximate Optimization Algorithm and the Sherrington-Kirkpatrick Model at Infinite Size
- Is Entanglement Monogamous?
- The Quantum Adiabatic Algorithm applied to random optimization problems: the quantum spin glass perspective
- Geometry of variational methods: dynamics of closed quantum systems
- Non-equilibrium dynamics of Ising models with decoherence: an exact solution
- Ground state approximation for strongly interacting systems in arbitrary dimension
- The Sherrington-Kirkpatrick model: an overview
- Quantum algorithm for energy matching in hard optimization problems
- Dynamics of the Ising Spin-Glass Model in a Transverse Field
- Stability of the quantum Sherrington-Kirkpatrick spin glass model
- A variational method based on weighted graph states
- Quantum echo dynamics in the Sherrington-Kirkpatrick model
- Existence of replica-symmetry breaking in quantum glasses
- Quantum fluctuations in the transverse Ising spin glass model: A field theory of random quantum spin systems
- Many body localization-delocalization transition in quantum Sherrington-Kirkpatrick model
- Classical-quantum crossover in the critical behavior of the transverse field S-K spin glass model
- Possible Ergodic-nonergodic regions in the quantum Sherrington-Kirkpatrick spin glass model and quantum annealing
- Generalization of group-theoretic coherent states for variational calculations
- Relaxational behavior of the infinite-range Ising spin-glass in a transverse field
- Approaching the Ground State of a Quantum Spin Glass using a Zero-Temperature Quantum Monte Carlo
- The de Almeida-Thouless Line in Hierarchical Quantum Spin Glasses
- Criticality and Energy Landscapes in Spin Glasses
- Energy-gap analysis of quantum spin-glass transitions at zero temperature
- Effects of low-lying excitations on ground-state energy and energy gap of Sherrington-Kirkpatrick model in transverse field
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