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Showing 1–5 of 5 results
Advanced filters: Author: M. Aykol Clear advanced filters

  • The electronic properties of graphene depends on how many layers are involved. Monolayer graphene is a zero-gapped semi-metal. Bilayer graphene is a small-gapped semiconductor. Magnetotransport measurements indicate trilayer graphene can be both, depending on its stacking.

    • W. Bao
    • L. Jing
    • C. N. Lau
    Research
    Nature Physics
    Volume: 7, P: 948-952

  • A closed-loop machine learning methodology of optimizing fast-charging protocols for lithium-ion batteries can identify high-lifetime charging protocols accurately and efficiently, considerably reducing the experimental time compared to simpler approaches.

    • Peter M. Attia
    • Aditya Grover
    • William C. Chueh
    Research
    Nature
    Volume: 578, P: 397-402

  • Accurately predicting battery lifetime is difficult, and a prediction often cannot be made unless a battery has already degraded significantly. Here the authors report a machine-learning method to predict battery life before the onset of capacity degradation with high accuracy.

    • Kristen A. Severson
    • Peter M. Attia
    • Richard D. Braatz
    Research
    Nature Energy
    Volume: 4, P: 383-391

  • The discovery and development of advanced materials are imperative for the clean energy sector. We envision that a closed-loop approach, which combines high-throughput computation, artificial intelligence and advanced robotics, will sizeably reduce the time to deployment and the costs associated with materials development.

    • Daniel P. Tabor
    • Loïc M. Roch
    • Alán Aspuru-Guzik
    Reviews
    Nature Reviews Materials
    Volume: 3, P: 5-20

  • Electrochemical ion insertion is rapidly emerging as a powerful materials design strategy. This Review discusses how ion insertion enables reversible transformation and switching of physico-chemical properties, the role of defects and interfacial reactions, and opportunities for ultrafast ionic control.

    • Aditya Sood
    • Andrey D. Poletayev
    • William C. Chueh
    Reviews
    Nature Reviews Materials
    Volume: 6, P: 847-867