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Showing 1–15 of 15 results
Advanced filters: Author: Mario Krenn Clear advanced filters

  • The number of publications in artificial intelligence (AI) has been increasing exponentially and staying on top of progress in the field is a challenging task. Krenn and colleagues model the evolution of the growing AI literature as a semantic network and use it to benchmark several machine learning methods that can predict promising research directions in AI.

    • Mario Krenn
    • Lorenzo Buffoni
    • Michael Kopp
    ResearchOpen Access
    Nature Machine Intelligence
    Volume: 5, P: 1326-1335

  • Researchers have developed XLuminA, an AI framework for the automated discovery of super-resolution microscopy techniques. With 10,000x faster optimization than traditional methods, it discovers unexplored designs breaking the diffraction limit.

    • Carla Rodríguez
    • Sören Arlt
    • Mario Krenn
    ResearchOpen Access
    Nature Communications
    Volume: 15, P: 1-14

  • Usually, observation of quantum interference in a non-local scenario (that is, when Alice’s measurement settings and Bob’s outcomes are space-like separated) relies on entanglement. Here, the authors experimentally show four-photon frustrated interference originating from the sources’ indistinguishability, without the need for entanglement.

    • Kaiyi Qian
    • Kai Wang
    • Xiao-song Ma
    ResearchOpen Access
    Nature Communications
    Volume: 14, P: 1-7

  • A variational autoencoder is trained on a dataset of quantum optics experiment configurations and learns an interpretable representation of the relationship between experiment setup and quantum entanglement. The approach can be used to explore new experiment designs with specific, highly entangled states.

    • Daniel Flam-Shepherd
    • Tony C. Wu
    • Alán Aspuru-Guzik
    Research
    Nature Machine Intelligence
    Volume: 4, P: 544-554

  • Scientific understanding is one of the main aims of science. This Perspective discusses how advanced computational systems, and artificial intelligence in particular, can contribute to driving scientific understanding.

    • Mario Krenn
    • Robert Pollice
    • Alán Aspuru-Guzik
    Reviews
    Nature Reviews Physics
    Volume: 4, P: 761-769

  • A three-dimensionally entangled Greenberger–Horne–Zeilinger state, where all three photons reside in a qutrit space, is generated by developing a new multi-port in combination with a novel four-photon source entangled in orbital angular momentum.

    • Manuel Erhard
    • Mehul Malik
    • Anton Zeilinger
    Research
    Nature Photonics
    Volume: 12, P: 759-764

  • Experimental confirmation that the Gouy phase can modify the photonic de Broglie wavelength opens up many exciting directions in metrology using quantum systems with higher-order Gaussian modes.

    • Xuemei Gu
    • Mario Krenn
    News & Views
    Nature Photonics
    Volume: 16, P: 815-817

  • The study of higher-dimensional quantum states has seen numerous conceptual and technological developments. This review discusses various techniques for the generation and processing of qudits, which are stored in the momentum, path, time-/frequency-bins, or the orbital angular momentum of photons.

    • Manuel Erhard
    • Mario Krenn
    • Anton Zeilinger
    Reviews
    Nature Reviews Physics
    Volume: 2, P: 365-381

  • Designing new experiments in physics is a challenge for humans; therefore, computers have become a tool to expand scientists’ capabilities and to provide creative solutions. This Perspective article examines computer-inspired designs in quantum physics that led to laboratory experiments and inspired new scientific insights.

    • Mario Krenn
    • Manuel Erhard
    • Anton Zeilinger
    Reviews
    Nature Reviews Physics
    Volume: 2, P: 649-661

  • A three-photon entangled state with 3 × 3 × 2 dimensions of its orbital angular momentum is created by using two independent entangled photon pairs from two nonlinear crystals, enabling the development of a new layered quantum communication protocol.

    • Mehul Malik
    • Manuel Erhard
    • Anton Zeilinger
    Research
    Nature Photonics
    Volume: 10, P: 248-252