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Machine learning accelerates the chase for safer, better batteries - EurekAlert
As the clean transition drives uptake of electric vehicles and energy storage for an electricity grid with ever greater dependence on variable renewable energy sources such as wind and solar, the danger from battery fires grows as well. To limit this risk while improving battery performance, the next generation of batteries is likely to depend on new solid-state electrolytes, but research has been hampered by the sheer volume of material options and the parameters involved.
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