Presentation
Agents for Climate Change Mitigation and Adaptation in Cities
DescriptionMore than half of the global population lives in cities. Climate change impacts have diverse implications on urban life across multiple sectors, including: water supply, health and wellbeing, energy demand and air quality. There is thus a growing need by various stakeholders for an integrated tool to support climate change mitigation and adaptation in cities. We propose to design and develop LLM-based agents aimed at supporting urban climate resilience, by providing tailored solutions to individual cities and communicating climate knowledge and insights to different audiences. We highlight the main challenges involved in the development of such LLM agents and potential approaches to addressing them, including: incorporating high-resolution data better fitting the urban scale and addressing queries for simulations. We hope that this work will open the door to the development of additional AI-based tools for climate and environmental applications.
Event Type
Workshop
TimeFriday, 22 November 202411:12am - 11:24am EST
LocationB206
Artificial Intelligence/Machine Learning
Archive
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