Faraday provides powerful molecule optimization capabilities to help you generate novel molecules with improved drug-like properties using multi-objective optimization. Whether you’re looking to enhance existing compounds or explore new chemical space, Faraday can systematically optimize your molecules across multiple parameters simultaneously.
Faraday helps you generate novel molecules with improved drug-like properties using advanced multi-objective optimization algorithms. The platform can simultaneously optimize across multiple molecular properties to find the best balance for your specific requirements.Currently supported optimization properties include:
QED – Quantitative Estimate of Drug-likeness
TPSA – Topological Polar Surface Area
MolLogP – Lipophilicity
ExactMolWt – Molecular weight
Sample prompts:
Optimize [SMILES string] for better drug-likeness
Improve the QED and reduce molecular weight of this compound: [SMILES]
Generate analogs with better ADMET properties
Optimize this molecule for oral bioavailability
Balance lipophilicity and solubility for [compound name]