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The focus on digital transformation and introducing new and modern digital capabilities have allowed manufacturers to achieve greater productivity, efficiency, and sustainability, with smart technologies like artificial intelligence (AI) and big data powering these new tools. One critical tool that has emerged is digital twins. Thanks to this virtual simulation solution, manufacturers can create virtual replicas of their factories and systems in a \u201cmetaverse\u201d and use the data in these virtual worlds to streamline operations, conduct effective research, and improve processes. 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