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Classical and Quantum Entanglement Detection

Classical and Quantum Entanglement Detection

Miguel Navascues (ORCID: 0000-0003-0717-3927)
  • Grant DOI 10.55776/P35509
  • Funding program Principal Investigator Projects
  • Status ended
  • Start March 1, 2022
  • End April 30, 2024
  • Funding amount € 294,168
  • Project website

Disciplines

Mathematics (30%); Physics, Astronomy (70%)

Keywords

    Quantum information, Entanglement detection, Convex optimization, Marginal problem, Adaptive quantum protocols

Abstract Final report

In classical physics, one can prepare any physical system composed of many independent parts in any feasible configuration or state just by acting on each part locally. For instance, in order to set up a car race in a particular configuration, it suffices to place each car on the right place and with the right speed. Namely, one does not need to act on several cars together. On the contrary, a striking feature of quantum mechanics is the existence of particle states that can only be prepared by bringing two or more particles together. Such states are said to be entangled, and they are a necessary ingredient for any quantum communication protocol, such as quantum cryptography, quantum teleportation or the certified generation of random numbers. Unfortunately, the problem of deciding if the mathematical description of a quantum state represents an entangled state (the classical entanglement problem) is a hard mathematical challenge. Establishing whether a physical device can prepare entangled states (the quantum entanglement problem) is even harder: since any measurement of a quantum system modifies the latter irreversibly, one needs to choose each measurement carefully so as not to incur into unnecessary preparations. This project aims to solve these two entanglement problems in a variety of relevant experimental scenarios, by combining ideas from quantum computing, convex optimization theory and statistical physics. Some of the expected outcomes of the project are: A quantum algorithm, implementable with present-day quantum computers, that solves the classical entanglement problem. A family of universal entanglement detection protocols, capable of discerning if an arbitrary source of few-part quantum states is indeed generating entanglement. A mathematical theory to describe general protocols for entanglement detection in quantum systems composed of hundreds or thousands of parts.

In classical physics, one can prepare any physical system composed of many independent parts in any feasible configuration or state just by acting on each part locally. For instance, in order to set up a car race in a particular configuration, it suffices to place each car on the right place and with the right speed. Namely, one does not need to act on several cars together. On the contrary, a striking feature of quantum mechanics is the existence of many-particle states that can only be prepared by bringing two or more particles together. Such states are said to be entangled, and they are a necessary ingredient for any quantum communication protocol, such as quantum cryptography, quantum teleportation or the certified generation of random numbers. Unfortunately, the problem of deciding if the mathematical description of a quantum state represents an entangled state (the classical entanglement problem) is a hard mathematical challenge. Establishing whether a physical device can prepare entangled states (the quantum entanglement problem) is even harder: since any measurement of a quantum system modifies the latter irreversibly, one needs to choose each measurement carefully so as not to incur into unnecessary preparations. Project P35509 advanced these two entanglement problems in a variety of relevant experimental scenarios. With regards to the classical problem, we showed how to detect entanglement among the atoms or molecules which make a solid object. With regards to the quantum problem, we presented an algorithm that generates optimal entanglement detection experiments. Key to our progress in quantum entanglement detection was the mathematical conceptualization of time-ordered processes, which allowed us to model general experimental protocols for entanglement detection. An interesting side result of the project is a new method to tackle the quantum marginal problem, i.e., the problem of determining if partial descriptions of a large array of particles are compatible with an overall quantum state. We advanced this long-standing question by uncovering an unexpected connection with the renormalization group, a well-studied notion in statistical physics for which K. G. Wilson received the Nobel Prize in 1982.

Research institution(s)
  • Österreichische Akademie der Wissenschaften - 100%

Research Output

  • 3 Citations
  • 11 Publications
  • 2 Scientific Awards
Publications
  • 2024
    Title Lower Bounds on Ground-State Energies of Local Hamiltonians through the Renormalization Group
    DOI 10.1103/physrevx.14.021008
    Type Journal Article
    Author Kull I
    Journal Physical Review X
  • 2024
    Title Optimization of Time-Ordered Processes in the Finite and Asymptotic Regimes
    DOI 10.1103/prxquantum.5.020351
    Type Journal Article
    Author Budroni C
    Journal PRX Quantum
  • 2023
    Title Semidefinite programming relaxations for quantum correlations
    DOI 10.48550/arxiv.2307.02551
    Type Other
    Author Pozas-Kerstjens A
    Link Publication
  • 2024
    Title Non-commutative optimization problems with differential constraints
    DOI 10.48550/arxiv.2408.02572
    Type Preprint
    Author Araújo M
    Link Publication
  • 2024
    Title Introducing Moment: A toolkit for semi-definite programming with moment matrices
    DOI 10.48550/arxiv.2406.15559
    Type Preprint
    Author Araújo M
    Link Publication
  • 2023
    Title Quantum key distribution rates from semidefinite programming
    DOI 10.22331/q-2023-05-24-1019
    Type Journal Article
    Author Araújo M
    Journal Quantum
  • 2022
    Title Quantum key distribution rates from semidefinite programming
    DOI 10.48550/arxiv.2211.05725
    Type Preprint
    Author Araújo M
  • 2022
    Title Lower Bounding Ground-State Energies of Local Hamiltonians Through the Renormalization Group
    DOI 10.48550/arxiv.2212.03014
    Type Preprint
    Author Kull I
  • 2023
    Title Comment on "Geometry of the quantum set on no-signaling faces"
    DOI 10.1103/physreva.107.036201
    Type Journal Article
    Author Araújo M
    Journal Physical Review A
  • 2023
    Title First-order optimality conditions for non-commutative optimization problems
    DOI 10.48550/arxiv.2311.18707
    Type Preprint
    Author Araújo M
    Link Publication
  • 2023
    Title Comment on "Geometry of the quantum set on no-signaling faces"
    DOI 10.48550/arxiv.2302.03529
    Type Other
    Author Araújo M
    Link Publication
Scientific Awards
  • 2023
    Title Invitation to speak at the Polynomial Quantum Optimization miniworkshop (University of Köln).
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title Invitation to the Quantum Physics and Statistical Causal Models Workshop (Simons Institute, Berkeley).
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International

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