MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202611083328 A) filed by Manipal University Jaipur on July 07, 2026, for Autonomous Multi-Agent Disaster Simulation And Crisis Response System Using Llm Orchestration And Geospatial Modeling.
Inventors include Ritik Raj; Vikram Singh Gangwar; Veer Jain; and Dr. Avani Sharma.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
Abstract: An adaptive disaster simulation and crisis response system (100) is disclosed, comprising a data ingestion module (102) that receives unstructured disaster-related inputs and produces structured semantic representations through a large language model, a retrieval- augmented generation module (106) coupled to a knowledge base (108) storing geospatial, infrastructural and historical disaster data, a role-based multi-LLM orchestration module (110) assigning distinct language models to data extraction, agent behaviour generation and simulation evaluation, an agent generation module (112) producing heterogeneous agents (114) endowed with demographic, mobility and vulnerability attributes, a disaster propagation engine (116) executing a probabilistic graph-based hazard spread model, a time-stepped simulation engine (118), a closed-loop feedback adaptation module (120) that dynamically revises agent policies and system parameters using LLM-based evaluation of simulation states, and a geospatial visualization and decision-support module (124, 126) providing real-time monitoring, what-if analysis and predictive risk insights
Disclaimer: Curated by HT Syndication.
