What are the Challenges in Integrating Experimental Data?
One of the primary challenges is the heterogeneity of data sources. Different experimental techniques often produce data in various formats, making it difficult to integrate them seamlessly. Additionally, reproducibility and data quality are significant concerns. Ensuring that the experimental conditions are consistent and that the data is reliable is critical for meaningful integration.