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This is the first machine-generated scientific book in chemistry
published by Springer Nature. Serving as an innovative prototype
defining the current status of the technology, it also provides an
overview about the latest trends of lithium-ion batteries research.
This book explores future ways of informing researchers and
professionals. State-of-the-art computer algorithms were applied
to: select relevant sources from Springer Nature publications,
arrange these in a topical order, and provide succinct summaries of
these articles. The result is a cross-corpora auto-summarization of
current texts, organized by means of a similarity-based clustering
routine in coherent chapters and sections. This book summarizes
more than 150 research articles published from 2016 to 2018 and
provides an informative and concise overview of recent research
into anode and cathode materials as well as further aspects such as
separators, polymer electrolytes, thermal behavior and modelling.
With this prototype, Springer Nature has begun an innovative
journey to explore the field of machine-generated content and to
find answers to the manifold questions on this fascinating topic.
Therefore it was intentionally decided not to manually polish or
copy-edit any of the texts so as to highlight the current status
and remaining boundaries of machine-generated content. Our goal is
to initiate a broad discussion, together with the research
community and domain experts, about the future opportunities,
challenges and limitations of this technology.
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