Chemical Space Explorer

Chemical Space Explorer

Visualize lipid embedding space and structure-activity relationships.

Color by
Color points by predicted mRNA transfection potency
scatter_plotUMAP Embedding
UMAP-2UMAP-1
scatter_plot

Ensemble Scoring Required

UMAP embedding is generated from TransMA ensemble model outputs. Run a pipeline with ensemble mode enabled to compute molecular embeddings for the 0 lipids in the database.

Database: 0 lipidsActivities: 0Coloring: mTP ScoreFilter: Scored
analyticsSAR Analysis
analytics

Structure-activity relationship analysis populates after ensemble scoring identifies statistically significant structural features.

Tertiary aminesawaiting data
Tail saturationawaiting data
Linker typeawaiting data
Brominationawaiting data
Head group sizeawaiting data
scienceSelected Lipid
touch_app

Click a point in the scatter plot to inspect lipid details, SMILES, and predicted properties.

SMILES--
mTP Score--
Uncertainty--
pKa--
Iteration--