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Showing 1–8 of 8 results
Advanced filters: Author: Minzhao Liu Clear advanced filters

  • Certifiably random bits can be generated using the 56-qubit Quantinuum H2-1 trapped-ion quantum computer accessed over the Internet.

    • Minzhao Liu
    • Ruslan Shaydulin
    • Marco Pistoia
    ResearchOpen Access
    Nature
    Volume: 640, P: 343-348

  • Gaussian boson sampling reproduces distributions that are hard to calculate classically and were claimed to show quantum advantage in the noiseless limit. But now a classical algorithm is shown to reproduce experimental results when noise is large.

    • Changhun Oh
    • Minzhao Liu
    • Liang Jiang
    Research
    Nature Physics
    Volume: 20, P: 1461-1468

  • Tensor networks provide a powerful tool for understanding and improving quantum computing. This Technical Review discusses applications in simulation, circuit synthesis, error correction and mitigation, and quantum machine learning.

    • Aleksandr Berezutskii
    • Minzhao Liu
    • Yuri Alexeev
    Reviews
    Nature Reviews Physics
    Volume: 7, P: 581-593

  • It is still unclear whether and how quantum computing might prove useful in solving known large-scale classical machine learning problems. Here, the authors show that variants of known quantum algorithms for solving differential equations can provide an advantage in solving some instances of stochastic gradient descent dynamics.

    • Junyu Liu
    • Minzhao Liu
    • Liang Jiang
    ResearchOpen Access
    Nature Communications
    Volume: 15, P: 1-6

  • Randomness is used in many applications where unpredictability is often paramount to ensure fairness and security. This Perspective discusses how quantum computation can generate certified randomness that can be verified by any participant and introduces several applications that can benefit from it.

    • Omar Amer
    • Shouvanik Chakrabarti
    • Marco Pistoia
    Reviews
    Nature Reviews Physics
    Volume: 7, P: 514-524

  • Directed cell migration in weak electric fields is known as galvanotaxis, but the cellular sensor and mechanism is not known. Here Nakajima et al. identify inwardly rectifying K+channel Kir4.2 as an important mediator of galvanotaxis, that depends on the cytoplasmic distribution of intracellular polyamines.

    • Ken-ichi Nakajima
    • Kan Zhu
    • Min Zhao
    ResearchOpen Access
    Nature Communications
    Volume: 6, P: 1-10