Designing Out-of-Equilibrium Many-Body Quantum Systems

Lead Research Organisation: University of Strathclyde
Department Name: Physics

Abstract

Huge amounts of data are routed through the internet and are being processed by our computers and mobile phones every second. Always being connected to the internet has transformed many aspects of our lives, from the way we do our shopping to how we meet friends. The demand for further improving our ability to process data is driven by ever more devices being connected to the internet and services being moved online to improve our quality of life.

The physical principles underlying our technology to store and process data are based on our understanding of out-of-equilibrium dynamics. Better control of this physics is crucial to further shrinking electronic devices and to address the major challenge of developing energy-efficient switching and communications links. Such further progress in information processing technologies is expected to heavily rely on quantum effects like superposition and entanglement in the near future.

In addition, as the fruits of the recently initiated National Quantum Technology Programme start to become available after 2020, it will be even more important to have the knowledge in place to be able to face the next generation of technological challenges, such as the scaling up of the newly developed quantum devices. How to exploit the advantages of these increasingly complex devices in the presence of noise and decoherence is intrinsically an issue of out-of-equilibrium many-body quantum physics. It is therefore crucial to put methods in place now that will underpin the design of out-of-equilibrium quantum systems.

Our vision is to explore, understand, and design out-of-equilibrium quantum dynamics that are relevant for such future communication and quantum technologies, using quantum simulators with ultracold atomic gases in optical potentials. Ultracold gases are a unique platform in that they offer controllability and versatility in the quantum regime that is currently unparalleled by any other quantum system. We will set up and investigate ultracold atom simulations to help planning and designing out-of-equilibrium many-body quantum dynamics similarly to how wind tunnels are utilized in aerodynamics.

This project will capitalise on these capabilities by exploring three broad aspects of out-of-equilibrium dynamics that are especially relevant for future technologies: (i) switching behaviour of driven quantum systems, which could also be used to design enhanced classical information processing devices; (ii) driven quantum systems as quantum-enhanced sensors; and (iii) engineering emergent phenomena in driven quantum systems. Our activity will bind together existing internationally leading researchers within the UK on a novel common project of high scientific interest and technological relevance. This provides a unique opportunity for the UK to adopt a world-leading position in the use of quantum simulators to explore out-of-equilibrium dynamics in quantum many-body systems.

Planned Impact

The first impact of this work will be in the developing quantum technologies industry. The new understanding we generate of out-of-equilibrium dynamics will provide means towards a new generation of quantum-enhanced devices for measurement and sensing. It will also allow us to understand the further scaling up of existing devices, by accounting in new ways for decoherence and noise. This will have strong benefits on the end-users of these technologies, beginning with the National Network of Quantum Technology Hubs in this area, continuing with the National Physical Laboratory, and extending to wider industry. Our new platform for quantum simulation with these systems will provide design inputs for further future developments. We will similarly impact future generations of quantum technologies based on quantum simulation, and their possible applications in industry, through the benchmarking techniques we realise with out of equilibrium dynamics.

Our work will also help to deepen understanding of switching properties in electronic and opto-electronic systems. This could have long-term applications in a number of areas, including optimising energy consumption in computing and data centres. This will be of interest to a range of potential partners investigating new switching mechanisms and optical data transfer technologies for large data centres. This is important to large computing companies, and will connect to ongoing research in a number of existing programmes with industrial engagement, including the SU2P partnership between Stanford University and Scottish Universities.

Our further exploration of emergent properties in out-of-equilibrium dynamics is likely to generate scientific understanding that has a direct bearing on materials development. In particular, spectacular progress has recently been made in inducing superconductivity in quantum materials by optical driving, far above their usual critical temperature. By exploring the physical mechanisms leading to superconductivity using quantum simulators, we hope to understand basic design principles that later lead to advances in the control of these materials. At the same time, we will investigate the role of dissipation in quantum transport, helping us to understand fundamental limitations on energy dissipation in electronic devices.

Another important impact of this project will be in training highly-skilled researchers, especially RAs and aligned PhD students, in an interdisciplinary area. This training aspect is particularly important in light of the growing opportunities in industries related to quantum technologies.

The wider public will also benefit directly from a range of public engagement events that address the topics of our research and impact on the development of quantum technologies. Such activities will occur at both formal and informal levels with schools, science centres, museums, and other similar institutions, and include, e.g., lectures and presentations of quantum optics experiments. We are also planning to host public lectures, e.g. by inviting Nobel Laureates to speak on Quantum Physics or related topics to general audiences. This will help inform the public about the role of fundamental research in the pipeline for quantum technologies, and will help to inspire a next generation of scientists from a diverse range of backgrounds.

Publications

10 25 50
 
Description In this project, we are developing next-generation platforms for quantum simulation - a technology that can play a similar role in the understanding and development of microscopic out-of-equilibrium dynamics that a wind tunnel plays for aerodynamics. Our vision is to explore, understand, and ultimately design forms of out-of-equilibrium quantum dynamics that are relevant for future technologies, especially quantum technologies for metrology and sensing, as well as in modern materials science.

In the five years of the project so far, we have taken major steps in developing new platforms in our experimental teams, while theory teams have developed both a new basis for benchmarking these platforms, as well as developing new connections of these platforms to problems relevant in understanding modern solid-state materials. We have explored new directions in out of equilibrium dynamics that were not originally foreseen, with a particularly striking example being the study of quasicrystals which has important connections to solid-state quasicrystals in bilayer structures. Our collaborations have allowed us to identify new potential to map problems of interest beyond many-body physics onto quantum dynamics, opening potential opportunities for quantum simulation to be made useful to a broader community (also beyond fundamental science).
Exploitation Route Initially, the primary impact of our work will be in a better understanding of quantum dynamics that underpin important processes across physics, chemistry and materials science. Once fully developed, the next-generation platforms we are producing will have the potential to be used in the design process for next generations of quantum technologies, to solve quantum dynamics problems relevant to quantum chemistry (and aid in the discovery of processes relevant to the pharmaceutical industry), as well as to solve mathematical problems relevant to optimisation and logistics. Researchers from our consortium are now working to develop some of these connections together with the second phase of the UK National Quantum Technologies Hub for Computing and Simulation. We have also developed new methods to use our technologies in developing future generations of cold atoms systems for metrology and sensing. Some of our consortium members are now further developing this as part of projects in the Quantum Technologies for Fundamental Physics programme.
Sectors Aerospace, Defence and Marine,Digital/Communication/Information Technologies (including Software),Electronics,Energy,Healthcare,Pharmaceuticals and Medical Biotechnology,Security and Diplomacy,Transport

URL http://desoeq.phys.strath.ac.uk
 
Description (PASQuanS) - Programmable Atomic Large-Scale Quantum Simulation
Amount € 9,257,515 (EUR)
Funding ID 817482 
Organisation European Commission 
Sector Public
Country European Union (EU)
Start 10/2018 
End 09/2021
 
Description AION: A UK Atom Interferometer Observatory and Network
Amount £1,161,718 (GBP)
Funding ID ST/T006579/1 
Organisation Science and Technologies Facilities Council (STFC) 
Sector Public
Country United Kingdom
Start 03/2021 
End 09/2023
 
Description EPSRC Hub in Quantum Computing and Simulation
Amount £23,960,280 (GBP)
Funding ID EP/T001062/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 12/2019 
End 11/2024
 
Description Many-body Dynamics and Universality in Flatland (ERC Advanced Grant)
Amount € 2,500,000 (EUR)
Funding ID 101019302 
Organisation European Research Council (ERC) 
Sector Public
Country Belgium
Start 11/2021 
End 10/2026
 
Description Quantum Simulators for Fundamental Physics
Amount £670,424 (GBP)
Funding ID ST/T006056/1 
Organisation Science and Technologies Facilities Council (STFC) 
Sector Public
Country United Kingdom
Start 01/2021 
End 06/2024
 
Description Single Impurity in a Dipolar Bose-Einstein Condensate
Amount £501,681 (GBP)
Funding ID EP/T019913/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 09/2020 
End 03/2024
 
Description Understanding Quantum Non-Equilibrium Matter: Many-Body Localisation versus Glasses, Theory and Experiment
Amount £722,545 (GBP)
Funding ID EP/R044627/1 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 12/2018 
End 11/2022
 
Title Data Moiré Nonlinearities 
Description Data for figures in the paper. Please see ReadMe file for detailed description 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://www.repository.cam.ac.uk/handle/1810/336502
 
Title Data for: "Adiabatic preparation of entangled, magnetically ordered states with cold bosons in optical lattices" 
Description This dataset contains the list of all figures used in this publication together with references to corresponding source and data files: *.m --- MATLAB source file (version R2018b) *.mat --- MATLAB data file (version R2018b) *.txt --- Text files for clarifications Work at the University of Strathclyde was supported by the EPSRC Programme Grant DesOEQ (EP/P009565/1), by the EOARD via AFOSR grant number FA9550-18-1-0064, and by AFOSR MURI FA9550-14-1-0035. Numerical calculations here utilized the ARCHIEWeSt High Performance Computer. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://pureportal.strath.ac.uk/en/datasets/e7a9dd9b-3865-4207-937d-0c5966d0741b
 
Title Data for: "Controlling quantum transport via dissipation engineering" 
Description This dataset contains all the source files used to created the figures of the article - F. Damanet, E. Mascarenhas, D. Pekker, and A. J. Daley, "Controlling quantum transport via dissipation engineering", to appear in Phys. Rev. Lett. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
 
Title Data for: "Dissipative dynamics and cooling rates of trapped impurity atoms immersed in a reservoir gas" 
Description The folder "data" uploaded contains the data produced during this project, used in the figures of the relative manuscript. The folder "code_plot_data" contains the .nb files that just need to be run in Mathematica to reproduce the relative figures. Please not that the data and the .nb files must be located in the same folder in order to avoid errors in the code due to wrong path location. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://pureportal.strath.ac.uk/en/datasets/8d1dfda0-598d-4838-8d5b-3cfae400781b
 
Title Data for: "Dynamics of rotated spin states and magnetic ordering with two-component bosonic atoms in optical lattices" 
Description This dataset contains the list of all figures used in this publication together with references to corresponding source and data files: *.m --- MATLAB source file (version R2018b) *.mat --- MATLAB data file (version R2018b) *.txt --- Text files for clarifications Work at the University of Strathclyde was supported by the EPSRC Programme Grant DesOEQ (Grant No. EP/P009565/1), and by the EOARD via AFOSR Grant No. FA9550-18-1-0064. Numerical calculations here utilized the ARCHIEWeSt High Performance Computer. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://pureportal.strath.ac.uk/en/datasets/e4684339-b68f-47d0-b293-c57e03565251
 
Title Data for: "Enhanced repulsively bound atom pairs in topological optical lattice ladders" 
Description This dataset contains data corresponding to the figures in the paper, "Enhanced repulsively bound atom pairs in topological optical lattice ladders". The data was produced through numerical simulations using Matlab. All data is saved as Matlab ".mat" files, and in the zip folder we also provide Matlab scripts for plotting the data. The plot scripts include the corresponding figure number in the name. The purpose is for future studies to be able to quantitively compare to results presented in the paper. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://pureportal.strath.ac.uk/en/datasets/81ecb9ec-7701-4940-b496-9f2785079198
 
Title Data for: "Interferometric measurement of micro-g acceleration with levitated atoms" 
Description Data and programing scripts for the figures in the article "Interferometric measurement of micro-g acceleration with levitated atoms" 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
 
Title Data for: "Microwave preparation of two-dimensional fermionic spin mixtures" 
Description "The folders contain for each figure showing experimental data: - the relevant datasets, - the code for producing the figure in Matlab (.m file), which is made to work in the folder structure provided - a readme .txt file describing succinctly the operations performed by the code" 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact
 
Title Data for: "Nonreciprocal Quantum Transport at Junctions of Structured Leads" 
Description Data corresponding to the manuscript published in PRB. Requires MaLlab for accessing the files. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
 
Title Data for: "Reservoir engineering of Cooper-pair-assisted transport with cold atoms" 
Description This dataset contains all the source files used to created the figures of the article - F. Damanet, E. Mascarenhas, D. Pekker, and A. J. Daley, "Reservoir engineering of Cooper-pair-assisted transport with cold atoms", to appear in New Journal of Physics 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
 
Title Data for: "Tunable geometries from a sparse quantum spin network" 
Description dataset.zip contains the script and datasets which recreates the Fig. 3 and Fig. 4 of the paper "Tunable geometries from a sparse quantum spin network" written by the same authors. Folder Fig3 contains a script and sets of points which are used to create Figure 3 of the paper: plot_Fig3.py : Written for execution with Python 3.7.3 with external modules: numpy version 1.16.2 matplotlib version 3.0.3 Recreates two figures ((a) and (b)) on Figure 3. k.csv : Contains all the values of momentum between 0 and 2pi that were computed (not necessary to be plotted). W_*.csv : File with "PWR2" contains the value of Weierstrass function of PWR2 network (Fig. 3 (a)). File with "JN" contains the value of generalized sparse coupling model with interaction only occurs between the sites separated by the distances that are member of Jacobsthal Numbers (Fig. 3 (b)). Indices: index 0 is -1.2 index 1 is -1.0 index 2 is -0.8 Folder Fig4 contains a script and sets of points which are used to create Figure 4 of the paper. plot_Fig4_a.py, plot_Fig4_b.py, and plot_Fig4_a.py : written for execution with Python 3.7.3 with external modules: numpy: version 1.16.2 matplotlib: version 3.0.3 Files with "sites" contain site numbers, corresponding "tbar" files contains the values of the normalized saturation time at the corresponding sites. Meaning of the integer index on the file names: For (a) index 0 is for s=-3 index 1 is for s=3 For (b) index 0 is for s=-0.5 index 1 is for s=0.5 For (c) s = 0 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://pureportal.strath.ac.uk/en/datasets/6365501d-957e-4e3a-8101-8e7360804cf2
 
Title Dataset for: Optical non-linearities and spontaneous translational symmetry breaking in driven-dissipative moiré exciton-polaritons 
Description Folder containing the data of the manuscript: Optical non-linearities and spontaneous translational symmetry breaking in driven-dissipative moiré exciton-polaritons by A. Camacho-Guardian and N. R. Cooper. Please see README document for detailed description. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://www.repository.cam.ac.uk/handle/1810/342475
 
Title Experimental realization of a fermionic spin-momentum lattice [Dataset and Code]. 
Description Data and code for figures in the paper and supplementary material. Please see ReadMe.txt file for detailed description. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://www.repository.cam.ac.uk/handle/1810/337268
 
Title How to realise a homogeneous dipolar Bose gas in the roton regime (data) 
Description Data used in the publication "How to realise a homogeneous dipolar Bose gas in the roton regime" by Juhász et al., published in Physical Review A. The readme.txt file gives a detailed explanation of the data and its structure, the data itself are contained in the data.json file. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact not aware 
URL https://doi.org/10.5287/bodleian:9RavjqbVB
 
Title JAXFit: Trust Region Method for Nonlinear Least-Squares Curve Fitting on the GPU 
Description We implement a trust region method on the GPU for nonlinear least squares curve fitting problems using a new deep learning Python library called JAX. Our open source package, JAXFit, works for both unconstrained and constrained curve fitting problems and allows the fit functions to be defined in Python alone-without any specialized knowledge of either the GPU or CUDA programming. Since JAXFit runs on the GPU, it is much faster than CPU based libraries and even other GPU based libraries, despite being very easy to use. Additionally, due to JAX's deep learning foundations, the Jacobian in JAXFit's trust region algorithm is calculated with automatic differentiation, rather than than using derivative approximations or requiring the user to define the fit function's partial derivatives. 
Type Of Material Data analysis technique 
Year Produced 2022 
Provided To Others? Yes  
Impact n/a 
URL https://github.com/Dipolar-Quantum-Gases/jaxfit
 
Title Measuring Laser Beams with a Neural Network (Data) 
Description The data for the the paper "Measuring Laser Beams with a Neural Network." The readme.txt file in main directory gives a detailed explanation of the data contents and structure. See https://github.com/Dipolar-Quantum-Gases/nn-beam-profiling for code pertaining to the dataset and the paper. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact not aware of any 
URL https://doi.org/10.5287/bodleian:JbDXrnQN1
 
Title Research data supporting "Emergence of isotropy and dynamic scaling in 2D wave turbulence in a homogeneous Bose gas" 
Description The 'Figure' folders contain the source data for data points shown in the corresponding figures in the manuscript. The readme files provided include the necessary information to interpret and use the data. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://www.repository.cam.ac.uk/handle/1810/342861
 
Title Supporting Data for 'Quantum Depletion of a Homogeneous Bose-Einstein Condensate' 
Description The supporting data contains both the data points of all paper figures and additionally the raw Bragg Rabi-oscillation data that were used in their production. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
 
Description DesOEQ Annual Meeting 2017 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact We held an annual meeting in the form of a three-day workshop, including a specific industry engagement session, designed to help both industry and postgraduate students understand the potential implications of developments in quantum simulation.
Year(s) Of Engagement Activity 2017
URL http://desoeq.phys.strath.ac.uk/events/
 
Description Explorathon (European Researchers' Night) 2017 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Members of our research team participated in European Researcher's night, setting up stalls in the Glasgow Science Centre and shopping centres, with information on optics, quantum mechanics, and our research in quantum simulation.
Year(s) Of Engagement Activity 2017
 
Description Outreach Activities 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact General outreach - informing general public about chances and limitations of quantum technologies, in particular quantum information and quantum computing
Year(s) Of Engagement Activity 2018,2019,2020
 
Description Participation in NASA Workshop on Quantum Computing for Aeroscience and Engineering 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Prof. Andrew Daley participated in the NASA Workshop on Quantum Computing for Aeroscience and Engineering, and took part in a panel discussion on the future of quantum computing, and the role of engineering applications in motivating and developing this.
Year(s) Of Engagement Activity 2017
 
Description Physics: Lab to Life 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact In this event, open to the general public, consists of a range of talks activities and lab tours. My contribution was opening up my lab for lab tours where over the course of the evening 3 groups of ~10 members of the general public are introduced to my research, given tour of my lab and invited to ask questions.
Year(s) Of Engagement Activity 2019,2022,2023
URL https://www.physics.ox.ac.uk/engage/schools/secondary-schools/oxford-schools/physics-lab-life-what-c...
 
Description Quantum 101 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact Whole day event for 13-15 year old school children. This involved devising new experiments for children and running lab tours.
Year(s) Of Engagement Activity 2019