Adaptively partitioned analog quantum simulation on near-term quantum
computers: The nonclassical free-induction decay of NV centers in diamond
- URL: http://arxiv.org/abs/2303.01970v2
- Date: Tue, 7 Nov 2023 11:19:31 GMT
- Title: Adaptively partitioned analog quantum simulation on near-term quantum
computers: The nonclassical free-induction decay of NV centers in diamond
- Authors: Yun-Hua Kuo and Hong-Bin Chen
- Abstract summary: We propose an alternative analog simulation approach on near-term quantum devices.
Our approach circumvents the limitations by adaptively partitioning the bath into several groups.
This work sheds light on a flexible approach to simulate large-scale materials on noisy near-term quantum computers.
- Score: 0.24475591916185496
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: The idea of simulating quantum physics with controllable quantum devices had
been proposed several decades ago. With the extensive development of quantum
technology, large-scale simulation, such as the analog quantum simulation
tailoring an artificial Hamiltonian mimicking the system of interest, has been
implemented on elaborate quantum experimental platforms. However, due to the
limitations caused by the significant noises and the connectivity, analog
simulation is generically infeasible on near-term quantum computing platforms.
Here we propose an alternative analog simulation approach on near-term quantum
devices. Our approach circumvents the limitations by adaptively partitioning
the bath into several groups based on the performance of the quantum devices.
We apply our approach to simulate the free induction decay of the electron spin
in a diamond NV$^-$ center coupled to a huge number of nuclei and investigate
the nonclassicality induced by the nuclear spin polarization. The simulation is
implemented collaboratively with authentic devices and simulators on IBM
quantum computers. We have also applied our approach to address the
nonclassical noise caused by the crosstalk between qubits. This work sheds
light on a flexible approach to simulate large-scale materials on noisy
near-term quantum computers.
Related papers
- Quantum Tunneling: From Theory to Error-Mitigated Quantum Simulation [49.1574468325115]
This study presents the theoretical background and the hardware aware circuit implementation of a quantum tunneling simulation.
We use error mitigation techniques (ZNE and REM) and multiprogramming of the quantum chip for solving the hardware under-utilization problem.
arXiv Detail & Related papers (2024-04-10T14:27:07Z) - Sequential quantum simulation of spin chains with a single circuit QED
device [5.841833052422423]
Quantum simulation of many-body systems in materials science and chemistry are promising application areas for quantum computers.
We show how a single-circuit quantum electrodynamics device can be used to simulate the ground state of a highly-entangled quantum many-body spin chain.
We demonstrate that the large state space of the cavity can be used to replace multiple qubits in a qubit-only architecture, and could therefore simplify the design of quantum processors for materials simulation.
arXiv Detail & Related papers (2023-08-30T18:00:03Z) - Quantum data learning for quantum simulations in high-energy physics [55.41644538483948]
We explore the applicability of quantum-data learning to practical problems in high-energy physics.
We make use of ansatz based on quantum convolutional neural networks and numerically show that it is capable of recognizing quantum phases of ground states.
The observation of non-trivial learning properties demonstrated in these benchmarks will motivate further exploration of the quantum-data learning architecture in high-energy physics.
arXiv Detail & Related papers (2023-06-29T18:00:01Z) - Quantum emulation of the transient dynamics in the multistate
Landau-Zener model [50.591267188664666]
We study the transient dynamics in the multistate Landau-Zener model as a function of the Landau-Zener velocity.
Our experiments pave the way for more complex simulations with qubits coupled to an engineered bosonic mode spectrum.
arXiv Detail & Related papers (2022-11-26T15:04:11Z) - Probing resonating valence bonds on a programmable germanium quantum
simulator [0.0]
We introduce quantum simulation using hole spins in germanium quantum dots.
We demonstrate extensive and coherent control enabling the tuning of multi-spin states in isolated, paired, and fully coupled quantum dots.
arXiv Detail & Related papers (2022-08-24T12:55:51Z) - Probing finite-temperature observables in quantum simulators of spin
systems with short-time dynamics [62.997667081978825]
We show how finite-temperature observables can be obtained with an algorithm motivated from the Jarzynski equality.
We show that a finite temperature phase transition in the long-range transverse field Ising model can be characterized in trapped ion quantum simulators.
arXiv Detail & Related papers (2022-06-03T18:00:02Z) - Analog Quantum Simulation of the Dynamics of Open Quantum Systems with
Quantum Dots and Microelectronic Circuits [0.0]
We introduce a setup for the analog quantum simulation of the dynamics of open quantum systems based on semiconductor quantum dots.
The proposal opens a general path for effective quantum dynamics simulations based on semiconductor quantum dots.
arXiv Detail & Related papers (2022-03-23T01:42:19Z) - Recompilation-enhanced simulation of electron-phonon dynamics on IBM
Quantum computers [62.997667081978825]
We consider the absolute resource cost for gate-based quantum simulation of small electron-phonon systems.
We perform experiments on IBM quantum hardware for both weak and strong electron-phonon coupling.
Despite significant device noise, through the use of approximate circuit recompilation we obtain electron-phonon dynamics on current quantum computers comparable to exact diagonalisation.
arXiv Detail & Related papers (2022-02-16T19:00:00Z) - Tensor Network Quantum Virtual Machine for Simulating Quantum Circuits
at Exascale [57.84751206630535]
We present a modernized version of the Quantum Virtual Machine (TNQVM) which serves as a quantum circuit simulation backend in the e-scale ACCelerator (XACC) framework.
The new version is based on the general purpose, scalable network processing library, ExaTN, and provides multiple quantum circuit simulators.
By combining the portable XACC quantum processors and the scalable ExaTN backend we introduce an end-to-end virtual development environment which can scale from laptops to future exascale platforms.
arXiv Detail & Related papers (2021-04-21T13:26:42Z) - Toward simulating quantum field theories with controlled phonon-ion
dynamics: A hybrid analog-digital approach [0.0]
We propose hybrid analog-digital quantum simulations of selected quantum field theories.
On one hand, the semi-digital nature of this proposal offers more flexibility in engineering generic model interactions.
On the other hand, encoding the bosonic fields onto the phonon degrees of freedom of the trapped-ion system allows a more efficient usage of simulator resources.
arXiv Detail & Related papers (2021-04-19T14:35:24Z) - Superconducting quantum many-body circuits for quantum simulation and
computing [0.0]
We discuss how superconducting circuits allow the engineering of a wide variety of interactions.
In particular we focus on strong photon-photon interactions mediated by nonlinear elements.
We discuss future perspectives of superconducting quantum simulation that open up when concatenating quantum gates in emerging quantum computing platforms.
arXiv Detail & Related papers (2020-03-18T10:33:26Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.