This session delves into geothermal energy advancements. Topics include uncertainty assessment of well injectivity, federated learning for data sharing, and closed loop drilling insights from the Romanian Pannonian Basin. We'll also cover coaxial reversible medium-deep heat well technology, geochemical modeling for mineral scaling risk, and autonomous flow control devices for optimizing heat efficiency. Additionally, we'll discuss thermal drawdowns in closed loop wells and automated monitoring workflows in the Muara Laboh Field, Indonesia. Join us for cutting-edge geothermal solutions.