ALEXANDRIA, Va., Aug. 6 -- United States Patent no. 12,380,015, issued on Aug. 5, was assigned to Synopsys Inc. (Sunnyvale, Calif.).

"Predicting tests based on change-list descriptions" was invented by Pranay Reddy Chandram (Bangalore, India) and Kavish Seth (Bengaluru, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "Training data may include change-lists and descriptions associated with the change-lists. A change-list may specify a set of changes to a design or a test case, or both. The descriptions may be specified in a natural language. A machine learning (ML) model may be trained based on the training data. A first change-list and a first description for a first design may be received. The trained M...