Use case

Custom workflow for mapping sequence and structure space.

A detailed Bionamic workflow showing how agents, workbooks, and scientific tools work together.

Custom workflow for mapping sequence and structure space.

Analyze thousands of predicted VH-VL structures by embedding surface-property maps with UMAP. Integrated workbook tools help reveal clusters driven by structural properties, not only sequence similarity.

Custom workflow

Explore structure-space clusters with UMAP.

Predicted VH-VL structures are converted into surface-property maps, then embedded with UMAP inside the workbook. This helps teams investigate structural-property clusters that may not be visible from sequence similarity alone.

Open-ended analysis space

The same workbook structure can host new embeddings, descriptors, clustering methods, or organization-specific candidate selection rules.

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