Innovate UK, part of the UK Research and Innovation organization, is investing £246 million in innovation projects over 4 years. The Faraday Battery Challenge: Innovation for Feasibility Studies Round 3 is aimed at supporting business-led R&D for the design and development of batteries for electric vehicles. The collaborative grant was awarded to ANSYS Granta, Intellegens, and the University of Birmingham to apply artificial intelligence solutions to predict optimum process parameters for complex interdependencies in the battery manufacturing process.

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