Understanding key reservoir properties like porosity, permeability, and their interrelationships is crucial for accessing CO₂ injectivity and storage potential in carbon capture and storage (CCS) projects. Traditional regression techniques often fall short in complex reservoirs, where permeability can vary widely across multiple lithologies.