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The rising focus on developing sustainable battery solutions is another important factor benefiting the industry expansion. Software tools not only facilitate the evaluation of environmental impacts of different designs and materials, but also aid in creating eco-friendly batteries. For instance, in September 2023, Capgemini disclosed a research partnership with the Chair of Electrical Energy Storage Technology at the TUM (Technical University of Munich) to develop AI solutions for optimizing sustainable advanced virtual battery design. The surging R&D efforts by governments, industries, and research institutions for developing sustainable battery technologies will assist in the market development.