Open3dqsar

By combining protein descriptors with ligand fields, Open3DQSAR can model cross-reactivity across a protein family (e.g., GPCRs or kinases).

They synthesized the top three predicted molecules. Lab tests confirmed: Compound #12 showed exactly the activity the model had forecast, within 12% error. Their paper, citing Open3DQSAR, became a lab standard. open3dqsar

: It calculates 3D descriptors (typically van der Waals and electrostatic fields) on a grid surrounding a set of pre-aligned molecules. Model Building Partial Least Squares (PLS) within 12% error. Their paper