Systems and methods for validating and predicting polymer functions using polymer properties

A computer implemented method for determining whether a polymer is appropriate for an intended use, the method comprising:

• training a selection model based on a graphical dataset, the graphical dataset comprising a node-edge graph identifying relationships between uses and properties of a polymer;
• receiving, via a user interface, a request comprising the intended use and the polymer;
• based on the selection model, determining a likelihood of the polymer being used for the intended use;
• and
• outputting the determined likelihood via the user interface.

A system for selecting a polymer for an intended use, the system comprising:

• at least one processor;
• and
• a memory storing instructions, that when executed by the at least one processor, cause the processor to:
• train a selection model based on a graphical dataset, the graphical dataset comprising a node-edge graph identifying relationships between uses and properties of a polymer;
• receive, via a user interface, a request comprising the intended use;
• based on the selection model, determine a polymer for the intended use;
• and
• output the determined polymer via the user interface.