MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641076783 A) filed by Sns College Of Technology on June 21, 2026, for Qforge-Quantum Ml Simulation Platform.
Inventors include Dr. M. Siva Ramkumar; Andiappan K; Anirudh V S; Arul Murugan R; Hariharan P; Mrs. B. Sajitha; and Dr. Husna Khouser G.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: The present invention relates to an integrated Quantum Machine Learning Simulation Platform designed to facilitate realistic quantum circuit development, hybrid quantum-classical training, and seamless hardware validation within a unified environment. The platform incorporates a noise-aware quantum simulator supporting configurable noise models, state-vector and scalable simulation techniques, enabling accurate approximation of real quantum device behavior. It further integrates hybrid learning frameworks to implement variational algorithms with automatic differentiation and classical optimization methods. The system provides an intuitive development interface for circuit design, visualization, and experiment management, along with automated transpilation and deployment to multiple quantum hardware providers. A parity comparison mechanism evaluates differences between simulated and hardware results, ensuring reliability and performance assessment. Additionally, the platform includes cost estimation, queue management, and reproducibility features through structured experiment tracking. By bridging the gap between simulation and real- device execution, the invention enhances accessibility, scalability, and research efficiency in quantum computing and quantum machine learning applications
Disclaimer: Curated by HT Syndication.
