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Showing 1–5 of 5 results
Advanced filters: Author: Mali Zu Clear advanced filters

  • Identifying jets originating from heavy quarks plays a fundamental role in hadronic collider experiments. In this work, the ATLAS Collaboration describes and tests a transformer-based neural network architecture for jet flavour tagging based on low-level input and physics-inspired constraints.

    • G. Aad
    • E. Aakvaag
    • L. Zwalinski
    ResearchOpen Access
    Nature Communications
    Volume: 17, P: 1-22

  • Neuropathic pain is driven by chronic neuroinflammation involving dysfunction of microglia and astrocytes. Here, the authors develop nanoparticles that block TDP-43 aggregation and suppress glial activation via the cGAS-STING pathway in a mouse model, highlighting a promising therapeutic strategy.

    • Yingxin Liu
    • Yue Wu
    • Jiamin Miao
    ResearchOpen Access
    Nature Communications
    Volume: 16, P: 1-20

  • Lipid nanoparticles are the gold standard for mRNA delivery but suffer from low loading capacity. Here, the authors report on the use of manganese ions to form mRNA rich cores within lipid nanoparticles which increased mRNA loading, reducing the lipid needed and increasing transfection and immune response in vivo.

    • Xu Ma
    • Shaoli Liu
    • Tianjiao Ji
    ResearchOpen Access
    Nature Communications
    Volume: 16, P: 1-15

  • Entanglement was observed in top–antitop quark events by the ATLAS experiment produced at the Large Hadron Collider at CERN using a proton–proton collision dataset with a centre-of-mass energy of √s  = 13 TeV and an integrated luminosity of 140 fb−1.

    • G. Aad
    • B. Abbott
    • L. Zwalinski
    ResearchOpen Access
    Nature
    Volume: 633, P: 542-547

  • Determining progress in adaptation to climate change is challenging, yet critical as climate change impacts increase. A stocktake of the scientific literature on implemented adaptation now shows that adaptation is mostly fragmented and incremental, with evidence lacking for its impact on reducing risk.

    • Lea Berrang-Ford
    • A. R. Siders
    • Thelma Zulfawu Abu
    Research
    Nature Climate Change
    Volume: 11, P: 989-1000