Variational Preparation of the Sachdev-Ye-Kitaev Thermofield Double
arXiv:2009.04488 · doi:10.1103/PhysRevA.104.012427
Abstract
We provide an algorithm for preparing the thermofield double (TFD) state of the Sachdev-Ye-Kitaev model without the need for an auxiliary bath. Following previous work, the TFD can be cast as the approximate ground state of a Hamiltonian, . Using variational quantum circuits, we propose and implement a gradient-based algorithm for learning parameters that find this ground state, an application of the variational quantum eigensolver. Concretely, we find quantum circuits that prepare the ground state of for the SYK model up to .
arXiv comment20 pages, 8 figures; v2 references added
References in corpus (34)
- Adam: A Method for Stochastic Optimization
- Quantum Computing in the NISQ era and beyond
- An overview of gradient descent optimization algorithms
- A variational eigenvalue solver on a quantum processor
- Hardware-efficient Variational Quantum Eigensolver for Small Molecules and Quantum Magnets
- A bound on chaos
- Barren plateaus in quantum neural network training landscapes
- Gapless Spin-Fluid Ground State in a Random Quantum Heisenberg Magnet
- Comments on the Sachdev-Ye-Kitaev model
- Quantum Circuit Learning
- Eternal Black Holes in AdS
- Black holes and the butterfly effect
- Evaluating analytic gradients on quantum hardware
- Fermionic quantum computation
- Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms
- Chaos in AdS holography
- Chaos in quantum channels
- Traversable Wormholes via a Double Trace Deformation
- The soft mode in the Sachdev-Ye-Kitaev model and its gravity dual
- qubit-ADAPT-VQE: An adaptive algorithm for constructing hardware-efficient ansatze on a quantum processor
- Diving into traversable wormholes
- Layerwise learning for quantum neural networks
- AdS holography and the SYK model
- Eternal traversable wormhole
- Digital Quantum Simulation of Minimal AdS/CFT
- Variational Thermal Quantum Simulation via Thermofield Double States
- Yao.jl: Extensible, Efficient Framework for Quantum Algorithm Design
- Creating and probing the Sachdev-Ye-Kitaev model with ultracold gases: Towards experimental studies of quantum gravity
- Many-Body Chaos in the Sachdev-Ye-Kitaev Model
- How to Build the Thermofield Double State
- Quantum Simulation of the Sachdev-Ye-Kitaev Model by Asymmetric Qubitization
- Product Spectrum Ansatz and the Simplicity of Thermal States
- Reinforcement learning for autonomous preparation of Floquet-engineered states: Inverting the quantum Kapitza oscillator
- SYK wormhole formation in real time
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- Efficient Detection of Strong-To-Weak Spontaneous Symmetry Breaking via the Rényi-1 Correlator
- Towards Quantum Gravity in the Lab on Quantum Processors
- Strong-to-weak Symmetry Breaking and Entanglement Transitions
- Hamiltonian Forging of a Thermofield Double
- Precise Low-Temperature Expansions for the Sachdev-Ye-Kitaev model
- SYK model based regime dependent two-qubit dynamical wormhole-inspired teleportation protocol simulation
- Sparse SYK and traversable wormholes
- Experimental Measurement of Out-of-Time-Ordered Correlators at Finite Temperature