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New agentic interface simplifies seismic hazard analysis

Researchers have developed an agentic interface for end-to-end probabilistic seismic hazard and risk analysis, making complex processes accessible beyond experts. This interface utilizes a large language model as an orchestrator, connecting to the OpenQuake engine and European Seismic Hazard and Risk Models via the Model Context Protocol. The system provides transparent data provenance and benchmarks results against official values, with full hazard-to-loss estimates completed in minutes. It also supports user-supplied machine-learning models for seismic hazard assessment and offers advanced features like conditional spectra and per-building loss calculations. AI

IMPACT Simplifies complex seismic analysis, potentially broadening access to critical risk assessment tools.

RANK_REASON This is a research paper detailing a new technical approach and system for seismic hazard analysis. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.AI →

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New agentic interface simplifies seismic hazard analysis

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Sreenath Vemula, Pierre Jehel, Fabrice Cotton, Filippo Gatti ·

    An Agentic Interface for End-to-End Probabilistic Seismic Hazard and Risk Analysis

    arXiv:2607.16249v1 Announce Type: cross Abstract: 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 interf…