US Patent Issued to Tata Consultancy Services on Aug. 12 for "System and method for molecular property prediction using hypergraph message passing neural network (HMPNN)" (Indian Inventors)

ALEXANDRIA, Va., Aug. 12 -- United States Patent no. 12,387,083, issued on Aug. 12, was assigned to Tata Consultancy Services Ltd. (Mumbai, India).

"System and method for molecular property prediction using hypergraph message passing neural network (HMPNN)" was invented by Sagar Srinivas Sakhinana (Pune, India), Sri Harsha Nistala (Pune, India), Venkata Sudheendra Buddhiraju (Pune, India) and Venkataramana Runkana (Pune, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "This disclosure relates generally to system and method for molecular property prediction using hypergraph message passing neural network (HMPNN). Typical MPNN architectures used for chemical graphs representation learning have limitations,...