Theoretical and computational study of spin and charge qubits trapped in single and double quantum dots formed by Surface Acoustic Waves (SAWs)

Lead Research Organisation: University of Cambridge
Department Name: Physics

Abstract

Qubits, or quantum bits, are the basic building blocks of a quantum computer. Currently, two major roadblocks for practical quantum computation are errors and lack of system scalability. It is therefore critical to study physical implementations of qubits, and how to carry out logical operations on them.
This is a theoretical and computational project focused on studies of charge and spin qubits trapped in single and double quantum dots formed by Surface Acoustic Waves (SAWs). This platform is an attractive quantum computing implementation, as electrons trapped by SAWs are easy to entangle, but do not disperse due to confinement. It is also realisable using existing semiconductor manufacturing processes.
The initial work was done on charge qubits based on coherent state of motion of the dots. An accurate model of dynamics and measurement was built, using finite difference and finite element methods. Software to simulate the quantum dynamics was developed, and is run on two custom in-house Graphics Processing Unit (GPU) servers that have been built for the project. The software is able to find the ground and excited states of the system efficiently, and to simulate the time dynamics of the system in an arbitrary time-dependent potential. With recent increases in GPU processing power and software optimisation, we are able to simulate two-particle two-dimensional systems on thousands of spatial sites in a reasonable time.
Single charge qubit dynamics was investigated, and optimal qubit definition and scheme for arbitrary qubit rotation was found, and confirmed using simulations.
Two qubit entangling operations were investigated for electron-spin qubits carried by SAWs in a semiconductor device, with two methods compared. It was found that the operation based on exchange interaction is experimentally feasible, while one based on adiabatic collision introduces significant decoherence leading to errors and is thus not viable in a realistic system.
Next, electron spin will be included into the model in a more explicit and general way, and complex interplay between orbital and spin entanglement will be investigated. The software will also be extended to simulate more general realistic few-particle quantum systems with spin. Full decoherence mechanics will be included by applying the density matrix formalism, which will enable a more in-depth study of how errors arise in quantum computers, and how they can be mitigated. The software and methods developed for this project will be useful both for theoretical work and for experimentalists, allowing for modelling of quantum dynamics in a specific device.

Publications

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Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/R511870/1 01/10/2017 30/09/2023
1948709 Studentship EP/R511870/1 01/10/2017 30/09/2021 Aleksander Lasek
 
Description Qubits, or quantum bits, are the basic building blocks of a quantum computer. Currently, two major roadblocks for practical quantum computation are errors and lack of system scalability. It is therefore critical to study physical implementations of qubits, and how to carry out logical operations on them.
This project focuses on studies of charge and spin qubits trapped in single and double quantum dots formed by Surface Acoustic Waves (SAWs). This platform is an attractive quantum computing implementation, as electrons trapped by SAWs are easy to entangle, but do not disperse due to confinement. It is also realisable using existing semiconductor manufacturing processes.
The initial work was done on charge qubits based on coherent state of motion of the dots. An accurate model of dynamics and measurement was built, using finite difference and finite element methods. Software to simulate the quantum dynamics was developed, and is run on two custom in-house Graphics Processing Unit (GPU) servers that have been built for the project. The software is able to find the ground and excited states of the system efficiently, and to simulate the time dynamics of the system in an arbitrary time-dependent potential. With recent increases in GPU processing power and software optimisation, we are able to simulate two-particle two-dimensional systems on thousands of spatial sites in a reasonable time.
Single charge qubit dynamics was investigated, and optimal qubit definition and scheme for arbitrary qubit rotation was found, and confirmed using simulations.
Two qubit entangling operations were investigated for electron-spin qubits carried by SAWs in a semiconductor device, with two methods compared. It was found that the operation based on exchange interaction is experimentally feasible, while one based on adiabatic collision introduces significant decoherence leading to errors and is thus not viable in a realistic system.
Next, electron spin will be included into the model in a more explicit and general way, and complex interplay between orbital and spin entanglement will be investigated. The software will also be extended to simulate more general realistic few-particle quantum systems with spin. Full decoherence mechanics will be included by applying the density matrix formalism, which will enable a more in-depth study of how errors arise in quantum computers, and how they can be mitigated. The software and methods developed for this project will be useful both for theoretical work and for experimentalists, allowing for modelling of quantum dynamics in a specific device.
Exploitation Route The software created during this project has been made public. It can be used by other researchers to simulate their quantum systems and/or aid and guide experiments. This can be used in development of novel electronics. The software also is and will continue to be used within the Cavendish Quantum Information research group.
Sectors Digital/Communication/Information Technologies (including Software),Electronics

 
Description Hitachi Cambridge 
Organisation Hitachi Cambridge Laboratory
Country United Kingdom 
Sector Private 
PI Contribution I have developed the GQSL software, which was evaluated by and is/will be used for work with Hitachi. I have built two in-house GPU servers that are used to run the software. I have carried out simulations and theoretical work related to a project on single charge qubit control, and a second one on Coulomb blockade in quantum dots with donors. This has included writing and running the software to run the relevant simulations, as well as reserach to understand and further delevop the theory.
Collaborator Contribution Hitachi has provided guidance with technical details of the GQSL software outcome of this project, such as relating to compiler choice. They have provided guidance and useful discussion related to single charge qubit control and Coulomb blockade in quantum dots with donors projects. Additionally, they have generated the experimental data for the Coulomb blockade project.
Impact One outcome of this collaboration is the GQSL software, which is listed elsewhere in the form. There are two research papers in draft stage, one on single charge qubit control and another one on Coulomb blockade in quantum dots with donors. Simulation data, software and theoretical work relevant to the above projects has been generated.
Start Year 2017
 
Title GPU-accelerated Quantum Staggered Leapfrog 
Description This software is able to simulate few-particle realistic quantum systems, such as spatially extended spin or charge qubits. It uses the staggered-leapfrog algorithm to time-evolve a wave function following the Schrodinger equation, and paralellises the process by splitting each spatial site update to GPU kernels. It has allowed us to simulate up to two particles extended in two dimensions each, with order of 100 spatial points in each dimension, or any equivalent thereof. The software is quite general and can be used to simulate a variety of quantum systems with only small modification needed. 
Type Of Technology Software 
Year Produced 2020 
Open Source License? Yes  
Impact The main use of this software in this project so far was to simulate the interactions between two electrons used as spin qubits in a Surface Acoustic Wave (SAW) quantum computer, and investigate how a root-of-SWAP entangling operation can be performed on them under realistic parapeters with high fidelity, which accomplishes the project's main goal. This research has resulted in a publication in Physical Review A. Currently, the software is used to simulate single charge qubit control, which should result in a publication as well, and we have plans to use it for simulating other many spin-qubit systems this year. 
URL https://github.com/HVLepage/GQSL