Harnessing Machine Learning for Caprock Capacity and Seal Integrity Assessment in CCS: A Multi-Attribute Seismic Inversion Study from the F3 Block, North Sea. Fiziya. 2025;8(1):27-44. doi:10.15408/vgq81h62