The need to understand complex reservoir fluid properties is part of the entire lifecycle from exploration to mature asset management to enhanced oil recovery (EOR) to improved oil recovery (IOR). In addition to the highlighted complexities above, fluid data is shared with many disciplines beyond petroleum engineering, leading to fit for purpose analysis, granularity, and integration techniques. These disciplines include geochemistry, geo-operations, flow assurance, and processing

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