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Autonomous optimization of non-aqueous Li-ion battery electrolytes via robotic experimentation and machine learning coupling
Developing high-energy and efficient battery technologies is a crucial aspect of advancing the electrification of transportation and aviation. However, battery innovations can take years to deliver. In the case of non-aqueous battery electrolyte solutions, the many design variables in selecting mult...
Autores principales: | Dave, Adarsh, Mitchell, Jared, Burke, Sven, Lin, Hongyi, Whitacre, Jay, Viswanathan, Venkatasubramanian |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9515088/ https://www.ncbi.nlm.nih.gov/pubmed/36167832 http://dx.doi.org/10.1038/s41467-022-32938-1 |
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