Deep MedChem a.s.

AI-Powered Drug Discovery for Medicinal & Computational Chemists through our flagship CHEESE platform. Our flagship CHEESE Molecular Search (Chemical Embeddings Search Engine) transforms virtual high-throughput screening (vHTS). It screens billions of compounds (Enamine REAL, Chemriya or your in-house library) in seconds, leveraging 3D electrostatics and 3D shape similarity to uncover drug-like scaffolds. CHEESE Modeller is a tool for very fast training and predictions with predictive models for properties of molecules. CHEESE Modeller provides you with a intuitive UI to use existing and to train your own predictive models. CHEESE Electrostatics takes the speeds up dramatically the estimation of ESP/RESP (electrostatic potential) while keeping the accuracy on-par with DFT methods. The tool is available online and we offer also version with full privacy mode. CHEESE Explorer builds on the extreme speed of our molecular similarity engine that allows for interactive exploration of the vast molecular spaces that have been inaccessible for detailed and interactive visualisation until now.