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Quantum Information Processing with Complex Media (Quomplex)

Quantum Information Processing with Complex Media (Quomplex)

Mehul Malik (ORCID: 0000-0001-8395-160X)
  • Grant DOI 10.55776/I3773
  • Funding program International - Multilateral Initiatives
  • Status ended
  • Start February 1, 2018
  • End July 31, 2021
  • Funding amount € 219,191
  • Project website

Disciplines

Physics, Astronomy (100%)

Keywords

    Entanglement, Complex Media, High-Dimension, Quantum Communication, Quantum Information

Abstract Final report

The worlds most advanced quantum technologies rely for a large part on the control and manipulation of quantum states of light. From entanglement swapping to Boson sampling, linear optical devices such as beam splitters and integrated photonic circuits are essential for accomplishing key tasks in quantum communication and computation. However, precisely controlling complex quantum states of light in the lab remains a challenge: current approaches are either prohibitively complex or too lossy for practical realisation. In QuompleX, we propose an alternative approach for the control and manipulation of quantum states of light. Recent years have seen the development of techniques that allow unprecedented control over classical light propagation through complex scattering media. Such media are analogous to a complex network of optical elements, control over which has led to exciting new possibilities for biomedical imaging and classical communication. Here, we aim to harness the transformative potential of complex media for quantum information processing. By carefully controlling the scattering process for multiple photons, we will use complex media as multimode linear optical networks for generating, manipulating, and transporting complex quantum states of light. In this manner, we aim to overcome the problems of control and scalability that normally plague quantum photonic networks, and push the limits of their capacity and noise- robustness. In QuompleX, we will first theoretically study light propagation through complex media such as multi-mode fibres and design computational algorithms for its control and manipulation. Then, we will apply these techniques in experiment to design high-dimensional quantum logic gates and generalised multi-mode linear networks for generating complex, multi-photon entanglement. Finally, we will use these tools to demonstrate multi-level, device-independent quantum communication protocols in complex media and implement noise-resistance tests of quantum mechanics.

Controlling an entangled state of light is an extremely demanding task in quantum optics. To manipulate even the simplest such states, entangled photons are intricately combined via a series of optical elements such as mirrors and beam splitters. As the complexity of these states is increased, the network of elements required to create them also becomes rather large. Each element in such a network must also be precisely controlled, which presents a difficult challenge to quantum physicists. When a beam of light impinges on a layer of paint or a sugar cube, it undergoes millions of reflections and transformations. Such everyday objects are surprisingly analogous to a complex network of optical elements, with the difference being that any information transmitted through them is usually lost. In recent years however, advances in technology for shaping the wavefront of light, combined with fast computational algorithms have resulted in unprecedented control over how light propagates through such disordered media. Using these techniques, scientists have achieved remarkable feats such as sending an entire image down an optical fibre the thickness of a human hair! The FWF project "QuompleX" harnesses the potential of disordered media as miniature "quantum optics laboratories" for manipulating and transporting large, complex entangled states of light. By carefully controlling the quantum states of photons entering such media, the millions of scattering events that would normally scramble their quantum information can be put to work for manipulating it instead! In this manner, complex scattering media are made to serve the same function as large networks of quantum optical elements, while overcoming the problem of control and scalability that normally plague such networks. The project focused on a specific type of scattering medium called a multi-mode fibre (MMF), which is commonly used in high-speed internet connections. The project first developed methods to efficiently measure complex quantum states of light entangled in many "dimensions" or levels, and showed that they can tolerate large amounts of noise that would normally destroy entanglement. The project then demonstrated the transport of such high-dimensional entangled states through a multi-mode fibre for the first time, opening up a pathway towards high-capacity and noise-robust quantum communication networks in the future. Finally, the project developed machine learning algorithms for the control of complex quantum states of light using quantum circuits programmed in complex scattering media, which are currently being used for manipulating entanglement in the laboratory.

Research institution(s)
  • Heriot-Watt University - 100%
International project participants
  • Claudio Conti, Universita di Roma La Sapienza - Italy
  • Pepijn W.H. Pinkse, University of Twente - Netherlands

Research Output

  • 1848 Citations
  • 51 Publications
  • 6 Disseminations
  • 1 Scientific Awards
  • 5 Fundings
Publications
  • 2019
    Title Entanglement Certification $-$ From Theory to Experiment
    DOI 10.48550/arxiv.1906.10929
    Type Preprint
    Author Friis N
  • 2019
    Title Overcoming Noise in Entanglement Distribution
    DOI 10.48550/arxiv.1904.01552
    Type Preprint
    Author Ecker S
  • 2024
    Title Inverse design of high-dimensional quantum optical circuits in a complex medium
    DOI 10.1038/s41567-023-02319-6
    Type Journal Article
    Author Goel S
    Journal Nature Physics
    Pages 232-239
    Link Publication
  • 2021
    Title Entangled ripples and twists of light: radial and azimuthal Laguerre–Gaussian mode entanglement
    DOI 10.1088/2040-8986/ac213c
    Type Journal Article
    Author Valencia N
    Journal Journal of Optics
    Pages 104001
    Link Publication
  • 2021
    Title Experimental quantum conference key agreement
    DOI 10.1364/cleo_qels.2021.ff2j.5
    Type Conference Proceeding Abstract
    Author Ho J
    Link Publication
  • 2021
    Title Genuine High-Dimensional Quantum Steering
    DOI 10.1364/ls.2021.lw5f.3
    Type Conference Proceeding Abstract
    Author Srivastav V
    Link Publication
  • 2021
    Title Unscrambling Entanglement through a Complex Medium
    DOI 10.1364/fio.2021.fth6d.5
    Type Conference Proceeding Abstract
    Author Valencia N
    Link Publication
  • 2024
    Title Inverse-design of high-dimensional quantum optical circuits in a complex medium
    DOI 10.48550/arxiv.2204.00578
    Type Preprint
    Author Goel S
  • 2023
    Title Simultaneously sorting overlapping quantum states of light
    DOI 10.48550/arxiv.2207.03986
    Type Preprint
    Author Goel S
  • 2019
    Title Is high-dimensional photonic entanglement robust to noise?
    DOI 10.48550/arxiv.1908.08943
    Type Preprint
    Author Zhu F
  • 2019
    Title Overcoming Noise in Entanglement Distribution
    DOI 10.1103/physrevx.9.041042
    Type Journal Article
    Author Ecker S
    Journal Physical Review X
    Pages 041042
    Link Publication
  • 2019
    Title Chip-to-chip quantum teleportation and multi-photon entanglement in silicon
    DOI 10.1038/s41567-019-0727-x
    Type Journal Article
    Author Llewellyn D
    Journal Nature Physics
    Pages 148-153
  • 2019
    Title Chip-to-chip quantum teleportation and multi-photon entanglement in silicon
    DOI 10.48550/arxiv.1911.07839
    Type Preprint
    Author Llewellyn D
  • 2023
    Title Simultaneously Sorting Overlapping Quantum States of Light
    DOI 10.1103/physrevlett.130.143602
    Type Journal Article
    Author Goel S
    Journal Physical Review Letters
    Pages 143602
  • 2023
    Title Quick Quantum Steering: Overcoming Loss and Noise with Qudits
    DOI 10.1364/cleo_fs.2023.fm1a.1
    Type Conference Proceeding Abstract
    Author Srivastav V
  • 2020
    Title Semi-Device-Independent Random Number Generation with Flexible Assumptions
    DOI 10.48550/arxiv.2002.12295
    Type Preprint
    Author Pivoluska M
  • 2020
    Title Experimental quantum conference key agreement
    DOI 10.48550/arxiv.2002.01491
    Type Preprint
    Author Proietti M
  • 2018
    Title Measurements in two bases are sufficient for certifying high-dimensional entanglement
    DOI 10.1038/s41567-018-0203-z
    Type Journal Article
    Author Bavaresco J
    Journal Nature Physics
    Pages 1032-1037
  • 2018
    Title Measuring azimuthal and radial modes of photons.
    DOI 10.1364/oe.26.031925
    Type Journal Article
    Author Bouchard F
    Journal Optics express
    Pages 31925-31941
    Link Publication
  • 2018
    Title Entanglement certification from theory to experiment
    DOI 10.1038/s42254-018-0003-5
    Type Journal Article
    Author Friis N
    Journal Nature Reviews Physics
    Pages 72-87
    Link Publication
  • 2018
    Title Experimental Greenberger–Horne–Zeilinger entanglement beyond qubits
    DOI 10.1038/s41566-018-0257-6
    Type Journal Article
    Author Erhard M
    Journal Nature Photonics
    Pages 759-764
  • 2021
    Title Entangled ripples and twists of light: Radial and azimuthal Laguerre-Gaussian mode entanglement
    DOI 10.48550/arxiv.2104.04506
    Type Preprint
    Author Valencia N
  • 2021
    Title Is high-dimensional photonic entanglement robust to noise?
    DOI 10.1116/5.0033889
    Type Journal Article
    Author Zhu F
    Journal AVS Quantum Science
    Link Publication
  • 2021
    Title Genuine high-dimensional quantum steering
    DOI 10.1117/12.2590191
    Type Conference Proceeding Abstract
    Author Malik M
    Pages 46
    Link Publication
  • 2021
    Title Semi-device-independent random number generation with flexible assumptions
    DOI 10.1038/s41534-021-00387-1
    Type Journal Article
    Author Pivoluska M
    Journal npj Quantum Information
    Pages 50
    Link Publication
  • 2023
    Title Referenceless characterization of complex media using physics-informed neural networks.
    DOI 10.1364/oe.500529
    Type Journal Article
    Author Goel S
    Journal Optics express
    Pages 32824-32839
    Link Publication
  • 2023
    Title Referenceless Characterisation of Complex Media Using Physics-Informed Neural Networks
    DOI 10.1364/fio.2023.jm4a.43
    Type Conference Proceeding Abstract
    Author Goel S
  • 2023
    Title Simultaneously Sorting Overlapping Quantum States of Light
    DOI 10.1364/fio.2023.ftu6c.2
    Type Conference Proceeding Abstract
    Author Goel S
  • 2023
    Title Inverse-Design of High-Dimensional Quantum Optical Circuits in a Complex Medium
    DOI 10.1364/fio.2023.fm6b.7
    Type Conference Proceeding Abstract
    Author Goel S
  • 2023
    Title Referenceless characterisation of complex media using physics-informed neural networks
    DOI 10.48550/arxiv.2303.16041
    Type Preprint
    Author Goel S
  • 2020
    Title Genuine high-dimensional quantum steering
    DOI 10.48550/arxiv.2007.02718
    Type Preprint
    Author Designolle S
  • 2020
    Title Unscrambling entanglement through a complex medium
    DOI 10.1038/s41567-020-0970-1
    Type Journal Article
    Author Valencia N
    Journal Nature Physics
    Pages 1112-1116
  • 2022
    Title Noise-Robust and Loss-Tolerant Quantum Steering with Qudits
    DOI 10.1364/quantum.2022.qtu3b.4
    Type Conference Proceeding Abstract
    Author Srivastav V
    Link Publication
  • 2022
    Title Programming multi-mode quantum circuits in complex scattering media
    DOI 10.1364/cleo_qels.2022.ff3j.2
    Type Conference Proceeding Abstract
    Author Goel S
    Link Publication
  • 2023
    Title Referenceless characterisation of complex media using physics-informed neural networks
    DOI 10.1364/opticaopen.23900229
    Type Preprint
    Author Conti C
  • 2023
    Title Referenceless characterisation of complex media using physics-informed neural networks
    DOI 10.1364/opticaopen.23900229.v1
    Type Preprint
    Author Goel S
  • 2023
    Title Referenceless characterisation of complex media using physics-informed neural networks
    DOI 10.1364/opticaopen.23900229.v2
    Type Preprint
    Author Conti C
  • 2022
    Title Inverse-design of high-dimensional quantum optical circuits in a complex medium
    DOI 10.21203/rs.3.rs-1617041/v1
    Type Preprint
    Author Goel S
    Link Publication
  • 2022
    Title Noise-Robust and Loss-Tolerant Quantum Steering with Qudits
    DOI 10.48550/arxiv.2202.09294
    Type Preprint
    Author Srivastav V
  • 2020
    Title High-Dimensional Pixel Entanglement: Efficient Generation and Certification
    DOI 10.48550/arxiv.2004.04994
    Type Preprint
    Author Valencia N
  • 2020
    Title Programming multi-level quantum gates in disordered computing reservoirs via machine learning.
    DOI 10.1364/oe.389432
    Type Journal Article
    Author Marcucci G
    Journal Optics express
    Pages 14018-14027
    Link Publication
  • 2020
    Title High-Dimensional Pixel Entanglement: Efficient Generation and Certification
    DOI 10.22331/q-2020-12-24-376
    Type Journal Article
    Author Herrera Valencia N
    Journal Quantum
    Pages 376
    Link Publication
  • 2019
    Title Near-Perfect Measurement of Photonic Spatial Modes
    DOI 10.1364/qim.2019.t5a.88
    Type Conference Proceeding Abstract
    Author Valencia N
  • 2019
    Title Quantifying High-Dimensional Entanglement with only Two Measurement Settings
    DOI 10.1364/qim.2019.t3b.2
    Type Conference Proceeding Abstract
    Author Malik M
  • 2019
    Title Demonstration of Chip-To-Chip Quantum Teleportation
    DOI 10.1364/cleo_at.2019.jth5c.4
    Type Conference Proceeding Abstract
    Author Ding Y
    Pages 1-2
    Link Publication
  • 2019
    Title Unscrambling Entanglement through a Complex Medium
    DOI 10.48550/arxiv.1910.04490
    Type Preprint
    Author Valencia N
  • 2022
    Title Quick Quantum Steering: Overcoming Loss and Noise with Qudits
    DOI 10.1103/physrevx.12.041023
    Type Journal Article
    Author Srivastav V
    Journal Physical Review X
    Pages 041023
    Link Publication
  • 2022
    Title Characterizing and Tailoring Spatial Correlations in Multimode Parametric Down-Conversion
    DOI 10.1103/physrevapplied.18.054006
    Type Journal Article
    Author Srivastav V
    Journal Physical Review Applied
    Pages 054006
    Link Publication
  • 2021
    Title Characterising and Tailoring Spatial Correlations in Multi-Mode Parametric Downconversion
    DOI 10.48550/arxiv.2110.03462
    Type Preprint
    Author Srivastav V
  • 2021
    Title Genuine High-Dimensional Quantum Steering
    DOI 10.1103/physrevlett.126.200404
    Type Journal Article
    Author Designolle S
    Journal Physical Review Letters
    Pages 200404
    Link Publication
  • 2021
    Title Experimental quantum conference key agreement
    DOI 10.1126/sciadv.abe0395
    Type Journal Article
    Author Proietti M
    Journal Science Advances
    Link Publication
Disseminations
  • 2020 Link
    Title Physics Today article: Unscrambling Entanglement
    Type A magazine, newsletter or online publication
    Link Link
  • 2020 Link
    Title BBC article: Unscrambling Entanglement
    Type A magazine, newsletter or online publication
    Link Link
  • 2020 Link
    Title ICTP Winter School Lectures
    Type Participation in an activity, workshop or similar
    Link Link
  • 2020 Link
    Title Q-Turn 2020 Programme Committee Chair
    Type Participation in an activity, workshop or similar
    Link Link
  • 2019 Link
    Title QuiCC Summer School Lectures
    Type Participation in an activity, workshop or similar
    Link Link
  • 2020 Link
    Title Physics World article: Unscrambling Entanglement
    Type A magazine, newsletter or online publication
    Link Link
Scientific Awards
  • 2021
    Title RSE/Thomas Makdougall Brisbane Medal
    Type Medal
    Level of Recognition National (any country)
Fundings
  • 2021
    Title (PIQUaNT) - Photonics for High-Dimensional Quantum Networking
    Type Research grant (including intramural programme)
    Start of Funding 2021
    Funder European Commission
  • 2018
    Title Putting Chaos to Work: Multi-Photon Entanglement in Complex Scattering Media
    Type Fellowship
    Start of Funding 2018
    Funder Engineering and Physical Sciences Research Council (EPSRC)
  • 2024
    Title INTEGRATED QUANTUM NETWORKS (IQN) RESEARCH HUB
    Type Research grant (including intramural programme)
    Start of Funding 2024
    Funder Engineering and Physical Sciences Research Council (EPSRC)
  • 2023
    Title Chair in Emerging Technologies
    Type Fellowship
    Start of Funding 2023
    Funder Royal Academy of Engineering
  • 2024
    Title UK Quantum Technology Hub in Sensing, Imaging and Timing (QuSIT)
    Type Research grant (including intramural programme)
    Start of Funding 2024
    Funder Engineering and Physical Sciences Research Council (EPSRC)

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