Particular Average Adjustment is a claims adjustment methodology in marine insurance that specifically addresses partial losses attributable to deliberate or accidental damage to cargo or vessel, where the cost of repair or compensation is borne solely by the affected party and does not involve general average contributions from all stakeholders.