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Can LLMs Help Researchers Automate Individual Disease Drug Design?

ChemicalQDevice via YouTube

Overview

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Explore how Large Language Models (LLMs) are revolutionizing drug discovery in this 32-minute video from ChemicalQDevice. Learn about LLMs' advanced functionalities in molecular simulation and reaction prediction, their ability to interact with public databases, and their use of reinforcement learning combined with smaller models and high-throughput screening platforms to advance drugs for individual diseases. Discover the future of precision medicine and how LLMs are being implemented to improve potential compounds for screening in later drug discovery stages. Examine the results of speed and generation quality analysis tests conducted on several Extra Large Language Models (XLLMs) using ten different medicinal chemistry prompts. Access additional information in the provided PDF and July 17, 2024 report for a comprehensive understanding of LLMs' impact on automating individual disease drug design.

Syllabus

Can LLMs Help Researchers Automate Individual Disease Drug Design?

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ChemicalQDevice

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