Cheminformatics

TABPred

Analyze chemical structures represented as SMILES strings, extract molecular formulas, and predict binding affinity — built for bioinformatics research.

Parse structure
Dock with Vina
Predict affinity
Paste a valid SMILES string and press Search.
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Parsing ligand structure…
Parsing SMILES structure
Docking with AutoDock Vina
Running trained affinity model
Finalizing results

No analysis yet. Enter a SMILES string above and press Search — your molecular formula, atom count, ring systems, and predicted binding affinity will appear here.

Analysis Result

Prediction summary

Molecular Formula (approx.)
Heavy Atom Count
Predicted Binding Affinity
Ring Systems

Model Validation

Predicted vs. Actual Binding Affinity

Correlation between TABPred's predicted values and experimentally observed binding affinities across the T2 validation set.

T2 predicted vs actual binding affinity scatter plot