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  • 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
    Perspective
  • Sodium-ion batteries are an appealing alternative to lithium-ion batteries because they use raw materials that are less expensive, more abundant and less toxic. The background leading to such promises is carefully assessed in terms of cell and battery production, as well as raw material supply risks, for sodium-ion and modern lithium-ion batteries.

    • Christoph Vaalma
    • Daniel Buchholz
    • Stefano Passerini
    Perspective