Intellectual Property India Publishes Patent Application for Non-Monotonic-Piecewise-Linear Mapper For Predicting Protein-Ligand Binding Affinity For In-Silico- Drug-Discovery

MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202641112415 A) filed by Sravathi Ai Technology Private Limited on September 18, 2026, for Non-Monotonic-Piecewise-Linear Mapper For Predicting Protein-Ligand Binding Affinity For In-Silico- Drug-Discovery.

Inventors include Ben Geoffrey A S; and Abhishek Singh.

The application for the patent was published on September 25, 2026, under issue no. 39/2026.

Abstract: The instant invention discloses Prediction of protein-ligand binding affinity employing fundamental physical principles such as conservation of energy during optimization. Physics-informed neural networks (PINNs) have been proposed aiming at embedding physical laws directly into learning a...