Intellectual Property India Publishes Patent Application for Quantum-Inspired Optimization Techniques To Improve Model Training, Convergence Rate, And Generalization On Various Agricultural Datasets

MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641076049 A) filed by Cvr College Of Engineering on June 19, 2026, for Quantum-Inspired Optimization Techniques To Improve Model Training, Convergence Rate, And Generalization On Various Agricultural Datasets.

Inventor includes Usikela Naresh.

The application for the patent was published on June 26, 2026, under issue no. 26/2026.

Abstract: This quantum-based optimization framework aims to optimize machine learning (ML) algorithms' training time, convergence speed, robustness, and generalizability for a variety of agricultural datasets.The framework incorporates quantum-influenced parameter exploration, probabilistic state transition modeling, ada...