A closed-loop, autonomous molecular discovery platform driven by integrated machine
learning tools was developed to accelerate the design of molecules with desired properties …

To substantially expedite scientific discovery, research laboratories need to be further
automated. In this regard, the scientific community envisions an" artificial intelligence …

For decades, drug delivery scientists have been performing trial-and-error experimentation
to manually sample parameter spaces and optimize release profiles through rational design …

Automated experimental systems, which provide a means to accelerate scientific research
and the discovery of application-driven materials, are specialized and limited in scope. The …