From the Rock Floor to the Cloud: A Systematic Survey of State-of-the-Art NLP in Battery Life Cycle

arXiv — cs.CLMonday, November 3, 2025 at 5:00:00 AM
A new systematic survey highlights the innovative use of natural language processing (NLP) throughout the entire battery life cycle, introducing a technical language processing framework aimed at enhancing the EU's digital battery passport initiative. This research is significant as it not only streamlines battery predictions but also aligns with sustainability goals, making it a crucial step towards smarter energy solutions.
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