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Proton

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About

PostEra's Proton platform is an end-to-end machine learning solution addressing the lengthy and complex process of drug development, which typically takes over 10 years. Proton specifically focuses on the Chemistry stage of drug discovery, an iterative three-step cycle involving Design, Make, and Test. It utilizes proprietary data and chemistry foundation models to design molecules with desired properties. For the 'Make' stage, it employs state-of-the-art synthesis and search methods to ensure reliable synthetic routes and enable parallel manufacturing of compounds. In the 'Test' phase, Proton uses novel active learning methodologies to gather the most informative data in each cycle, enabling faster drug discovery, optimized drug candidates, and ultimately, better cures for patients.

Platform

Task

medicine developing

Features

• ai platform for medicinal chemistry

• novel active learning methodologies for data gathering

• ensures reliable synthetic routes for designed molecules

• state-of-the-art chemical synthesis and search

• design molecules using chemistry foundation models

• machine learning-powered drug discovery acceleration

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