Foundation Model for Chemical Manufacturing Howto
Yoneda Labs is building an AI-powered foundation model to optimize chemical reactions and streamline drug discovery and manufacturing processes.
View MoreHow to Use Foundation Model for Chemical Manufacturing
Input reaction parameters: Enter the parameters you want to optimize for your chemical reaction, such as temperature, concentration, catalyst, etc. into the Yoneda Labs app.
Specify optimization criteria: Indicate what criteria you want to optimize for, such as yield, reaction time, cost, etc.
Generate experiment design: The app will use AI and statistical techniques to design an optimal set of experiments to test different parameter combinations.
Run suggested experiments: Conduct the experiments suggested by the software in your lab, following the specified conditions.
Input results: Enter the results of your experiments back into the app.
Analyze and iterate: The AI model will analyze the results and suggest the next set of experiments to run. Repeat steps 4-6 for about 3 iterations.
Review optimized conditions: After about 3 iterations, the app should provide you with reaction conditions that are within 3% of the maximum possible yield.
Foundation Model for Chemical Manufacturing FAQs
Yoneda Labs is developing a foundation AI model for chemical manufacturing, aimed at optimizing chemical reactions for drug discovery and production.
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