LLMs as Virtual Instruments for Drug Formulation

Michael Craig, Gary Tom, Pauric Bannigan, Christine Allen, Riley Hickman

Keywords: virtual instruments, drug formulation, few shot learning, drug development, llms

TL;DR: LLMs can act as data-efficient “virtual scientific instruments” for drug formulation designs, establishing the first baselines and showing that in-context learning improves predictive accuracy in resource-constrained pharmaceutical formulation.

Submission Number: 27