MUMBAI, India, Jan. 23 -- Intellectual Property India has published a patent application (202521124093 A) filed by Ankit Jain; Kartikeya Mishra; Dr. H. L. Tiwari; and Dr. M. K. Choudhary, Bhopal, Madhya Pradesh, on Dec. 9, 2025, for 'a failure oriented dual stage dam breach prediction system using rsm calibration and qnn-eho modeling.'
Inventor(s) include Ankit Jain; Kartikeya Mishra; Dr. H. L. Tiwari; and Dr. M. K. Choudhary.
The application for the patent was published on Jan. 23, under issue no. 04/2026.
According to the abstract released by the Intellectual Property India: "Disclosed herein is a failure oriented dual stage dam breach prediction system using RSM calibration and QNN-EHO modeling (100) comprises a dataset acquisition and pre-processing module (102) configured to collect and standardize historical and contemporary dam failure data. The system also includes a response surface methodology (RSM) calibration module (104) configured to develop empirical regression models using Box-Behnken Design. The system also includes a hybrid Quantum Neural Network-Elephant Herding Optimization (QNN-EHO) prediction module (106) configured to model nonlinear relationships between input dam variables and output breach parameters using quantum neural network-based function approximation. The system also includes a classification module (108) configured to categorize dams based on design type and structural characteristics to enhance predictive accuracy. The system also includes an output module (110) configured to generate and provide predicted dam breach parameters."
Disclaimer: Curated by HT Syndication.
