This ebook discusses how artificial intelligence can improve battery design to meet growing energy and climate challenges. Batteries must balance high energy density for long-lasting storage with high power density for fast charging and delivery, especially as renewable energy adoption increases and transportation shifts toward electrification. Achieving these goals is complex, requiring optimization across multiple scales, from molecular and chemical composition to microstructure and device performance. The ebook explains how AI can integrate data across these scales to accelerate discovery, improve performance prediction, reduce development time, and enable smaller, faster-charging, and more durable batteries for future energy applications.

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