Universal imaginary-time critical dynamics on a quantum computer
arXiv:2308.05408 · doi:10.1103/PhysRevB.109.134309
Abstract
Quantum computers promise a highly efficient approach to investigate quantum phase transitions, which describe abrupt changes between different ground states of many-body systems. At quantum critical points, the divergent correlation length and entanglement entropy render the ground state preparation difficult. In this work, we explore the imaginary-time evolution for probing the universal critical behavior as the universal information of the ground state can be extracted in the early-time relaxation process. We propose a systematic and scalable scheme to probe the universal behaviors via imaginary-time critical dynamics on quantum computers and demonstrate the validness of our approach by both numerical simulation and quantum hardware experiments. With the full form of the universal scaling function in terms of imaginary time, system size, and circuit depth, we successfully probe the universality by scaling analysis of the critical dynamics at an early time and with shallower quantum circuit depth. Equipped with quantum error mitigation, we also confirm the expected scaling behavior from experimental results on a superconducting quantum processor which stands as the first experimental demonstration on universal imaginary-time quantum critical dynamics.
arXiv comment5 pages, 4 figures and supplemental materials
References in corpus (53)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Quantum Computing in the NISQ era and beyond
- Supplementary information for "Quantum supremacy using a programmable superconducting processor"
- A variational eigenvalue solver on a quantum processor
- Variational Quantum Algorithms
- Nonequilibrium dynamics of closed interacting quantum systems
- Noisy intermediate-scale quantum (NISQ) algorithms
- Quantum computational chemistry
- Error mitigation for short-depth quantum circuits
- The Variational Quantum Eigensolver: a review of methods and best practices
- A class of quantum many-body states that can be efficiently simulated
- Measurement-Induced Phase Transitions in the Dynamics of Entanglement
- Dynamics of a Quantum Phase Transition and Relaxation to a Steady State
- Determining eigenstates and thermal states on a quantum computer using quantum imaginary time evolution
- Efficient variational quantum simulator incorporating active error minimisation
- Quantum Error Mitigation
- Variational ansatz-based quantum simulation of imaginary time evolution
- Quantum Kibble-Zurek mechanism and critical dynamics on a programmable Rydberg simulator
- Hybrid quantum-classical algorithms and quantum error mitigation
- Theory of variational quantum simulation
- Mitigating measurement errors in multi-qubit experiments
- Algorithms for entanglement renormalization
- Observation of the Kibble-Zurek scaling law for defect formation in ion crystals
- Generalized Dynamic Scaling for Critical Magnetic Systems
- Quantum critical dynamics in a 5000-qubit programmable spin glass
- Exploring entanglement and optimization within the Hamiltonian Variational Ansatz
- Scalable error mitigation for noisy quantum circuits produces competitive expectation values
- Quantum circuit architecture search for variational quantum algorithms
- Universal space-time scaling symmetry in the dynamics of bosons across a quantum phase transition
- Differentiable Quantum Architecture Search
- Hardware-efficient variational quantum algorithms for time evolution
- Dynamic Monte Carlo Measurement of Critical Exponents
- Variational Quantum Eigensolver with Fewer Qubits
- TensorCircuit: a Quantum Software Framework for the NISQ Era
- Adaptive Variational Quantum Dynamics Simulations
- An efficient quantum algorithm for the time evolution of parameterized circuits
- Unified approach to data-driven quantum error mitigation
- Kibble-Zurek universality in a strongly interacting Fermi superfluid
- Finite Size Scaling and Critical Exponents in Critical Relaxation
- Scaling of variational quantum circuit depth for condensed matter systems
- Variational Quantum-Neural Hybrid Eigensolver
- Kibble-Zurek Mechanism and Finite-Time Scaling
- Generalized Dynamic Scaling for Critical Relaxations
- Quantum approximate optimization via learning-based adaptive optimization
- Probing many-body localization by excited-state VQE
- Universal short-time quantum critical dynamics in imaginary time
- Training variational quantum algorithms with random gate activation
- Neural network encoded variational quantum algorithms
- Universal short time quantum critical dynamics of finite size systems
- Variational Quantum-Neural Hybrid Error Mitigation
- Generalized dynamic scaling for quantum critical relaxation in imaginary time
- Efficient Quantum Simulation of Electron-Phonon Systems by Variational Basis State Encoder
- Variational quantum simulation of critical Ising model with symmetry averaging
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- Quantum many-body simulation of finite-temperature systems with sampling a series expansion of a quantum imaginary-time evolution
- Relaxation Critical Dynamics in Measurement-induced Phase Transitions
- Short-time critical dynamics in the classical cubic dimer model
- Probing universal imaginary-time relaxation critical dynamics with infinite projected entangled pair states