MARSHA: multi-agent RAG system for hazard adaptation

MARSHA: multi-agent RAG system for hazard adaptation

Abstract Large language models (LLMs) are a transformational capability at the frontier of artificial intelligence and machine learning that can support decision-makers in addressing pressing societal challenges such as extreme natural hazard events. As generalized models, LLMs often struggle to pro...

Full description

Saved in:
Bibliographic Details
Main Authors: Yangxinyu Xie, Bowen Jiang, Tanwi Mallick, Joshua Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie J. Su, Camillo J. Taylor
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:npj Climate Action
Online Access:https://doi.org/10.1038/s44168-025-00254-1
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s44168-025-00254-1

Similar Items