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In the “TÜBA-Role of Artificial Intelligence in Energy Workshop and Panel” organized by the “Energy Working Group” within TÜBA, the past, present and future of digitalization and artificial intelligence applications in energy on a global scale and in Turkey were examined with sessions titled “Studies in Public Institutions”, “Fundamentals of Artificial Intelligence”, “Public and Private Sector Applications”, “Academic and Commercial Applications” and “Artificial Intelligence in Energy: Challenges and Opportunities” sessions examined the past, present and future of digitalization and artificial intelligence applications in energy on a global scale and in Turkey. In the workshop, information was shared and discussions were held in many areas ranging from technical aspects to economic and policy perspectives, the issue was discussed in depth, and what can be done for Turkey was determined. The report has been prepared based on the papers presented and a compilation of scientific studies scanned from the current literature.