ALEXANDRIA, Va., July 21 -- United States Patent no. 12,688,394, issued on July 21, was assigned to TATA CONSULTANCY SERVICES Ltd. (Mumbai, India).
"System and method for molecular property prediction using edge conditioned identity mapping convolution neural network" was invented by Sagar Srinivas Sakhinana (Pune, India), Venkata Sudheendra Buddhiraju (Pune, India), Venkataramana Runkana (Pune, India) and Sri Harsha Nistala (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. Typically, message-pooling mechanism employed in molecular property prediction using conventional message passing neural networks (MPNN) c...