An Agentic Interface for End-to-End Probabilistic Seismic Hazard and Risk Analysis
Probabilistic seismic hazard and risk analyses are backbone to building codes, insurance pricing, and disaster management. Yet their open-engine pipelines remain accessible primarily to experts. We present the first agentic interface to the end-to-end probabilistic seismic hazard and risk chain via an open-source server, addressable through the Model Context Protocol (MCP). MCP wraps the OpenQuake engine and the 2020 European Seismic Hazard and Risk Models using twenty-four typed endpoints. Here, an agent is defined as a large language model (LLM) with tools. LLM is confined to the role of an orchestrator so it plans, translates, and explains, while the OpenQuake engine and custom codes c...
| Authors | Sreenath Vemula, Pierre Jehel, Fabrice Cotton et al. |
|---|---|
| Primary category | physics.geo-ph |
| Published | 27 June 2026 |
| Last updated at source | 27 June 2026 |
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