MUMBAI, India, June 24 -- Intellectual Property India has published a patent application (202411089430 A) filed by Kushagra Bhatnagar on November 19, 2024, for Automating Transfer Learning With Llm: Generating Novel Research Methodologies.
Inventor includes Kushagra Bhatnagar.
The application for the patent was published on June 12, 2026, under issue no. 24/2026.
Abstract: This patent proposal introduçes a transformative framework leveraging Large Language Models (LLMs) for automated generation and optimization of research methodologies. Starting with a problem statement, the system analyzes it, retrieves and synthesizes relevant literature, and extracts logical extrapolations-structured sequences of ideas-from research papers. A baseline methodology is selected and iteratively refined by addressing failure points using ideas from cross-disciplinary sources. The system evaluates and validates the enhanced methodology through targeted searches and comparative analysis, enabling the creation of novel, effective solutions. This approach highlights LLMs' potential for cross-disciplinary innovation, advancing research with precision and efficiency.
Disclaimer: Curated by HT Syndication.
