Physics-Informed Machine Learning (PIML) represents one of the most transformative developments in the upstream digital ecosystem—integrating data-driven learning with the governing physics of reservoir and production systems. This special session brings together thought leaders from academia, digital technology providers, and major operating companies to explore how PIML and hybrid physics-based AI models are redefining reservoir analysis, production optimization, and decision-making in unconventional assets.

Lithium and critical mineral extraction from unconventional resources is gaining increasing attention across the energy industry. This panel will bring together experts from industry and research to discuss the current status of lithium and critical mineral extraction, emerging technologies, and future growth opportunities. The discussion will also highlight key technical and economic challenges and explore potential solutions for advancing lithium and critical mineral recovery.

A focused look at ADNOC’s journey in developing the Dyab unconventional play, highlighting key learnings, the adoption of proven industry best practices, and the performance gains guiding the future of UAE unconventional development.