> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ascentbio.xyz/llms.txt
> Use this file to discover all available pages before exploring further.

# Molecule Optimization

> Multi-objective molecular design

## Molecule Optimization in Faraday

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.

## Multi-Objective Optimization

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]

## Example:

<iframe width="100%" height="400" src="https://www.youtube.com/embed/ouh2szTcu38" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen />

## Try it out

<Check>Try it for yourself on the [platform](https://platform.ascentbio.xyz/)</Check>