Intellectual Property India Publishes Patent Application for Physics-Guided Machine Learning Framework For Predicting Effective Thermal Conductivity In Synthetic Porous Media

MUMBAI, India, Oct. 26 -- Intellectual Property India has published a patent application (202641123313 A) filed by Pinni Srinivasa Varma; Jyosthna D; G. Murali; and Koneru Lakshmaiah Education Foundation on October 14, 2026, for Physics-Guided Machine Learning Framework For Predicting Effective Thermal Conductivity In Synthetic Porous Media.

Inventors include Jyosthna D; G. Murali; and Chakali Bhaskar.

The application for the patent was published on October 23, 2026, under issue no. 43/2026.

Abstract: A simulation-driven, physics-guided machine-learning framework is disclosed for predicting effective thermal conductivity of two-phase porous media. Synthetic binary microstructures are generated using circular-pore and Gaussian-random-fiel...