Stay tuned for an in-depth discussion on the challenges of limited data in Reservoir Characterization and an innovative method of using rock physics to model potential geological scenarios beneath the surface. #ReservoirExpert Jyoti will explain the process of creating a synthetic catalog, deciding on the number of scenarios, AVO modeling, and integrating the catalog with wells and seismic data using deep learning. Witness how this innovative approach of rock physics guided machine learning adds a new perspective to our interpretation, especially in exploration situations, alongside the conventional methods.