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Ask about lithium-ion degradation, plating, thermal runaway, cooling or modelling. Every answer comes from an AI persona built only from one researcher's published papers, and cites the paper and page.

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Best fitChosen for each question The one or two whose papers match it best

Virtual AnnaAI Anna Stefanopoulou · University of Michigan Battery management and control

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Virtual GregAI Greg Offer · Imperial College London Battery modelling and thermal management

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Virtual VenkatAI Venkat Viswanathan · University of Michigan Battery materials and electric aviation

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Virtual BirgerAI Birger Horstmann · DLR / Helmholtz Institute Ulm Continuum theory of batteries

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Virtual ZiyouAI Ziyou Song · University of Michigan Battery management and data-driven health

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Virtual ValentinAI Valentin Sulzer · Ionworks Battery modelling and simulation

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None of these researchers has reviewed or endorsed these answers. "I" and "we" describe their published work; they aren't the researchers' own words or current views, and the AI can misread a paper or miss later work. For anything that matters, check the cited page or contact the researcher directly (links on each card and answer).