ALEXANDRIA, Va., May 5 -- United States Patent no. 12,620,460, issued on May 5, was assigned to GOOD CHEMISTRY INC. (Vancouver, Canada).

"Methods and systems for machine-learning based molecule generation and scoring" was invented by Kevin Ryczko (Gatineau, Canada), Amit Kadan (Vancouver, Canada) and Takeshi Yamazaki (Vancouver, Canada).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method for machine learning aided modeling of two interacting structures may include: (a) receiving an input structure comprising an interaction region; (b) generating a plurality of candidate structures using a first differentiable machine learning model; (c) docking one or more candidate structures of the plurality of candidat...