This session presents innovative solutions for reservoir and formation characterization, highlighting advanced algorithmic modeling, experimental techniques, and practical geosteering strategies. Attendees will gain insights into predictive tools for multi-sector reservoirs affected by formation damage, approaches for optimizing well placement in complex geological settings, and new methods for evaluating petrophysical properties and stimulation effectiveness. Designed for petroleum engineers, petrophysicist, researchers, and students, the session delivers actionable knowledge for improving reservoir assessment and hydrocarbon recovery.