Back to search

Article

Data-Driven Discovery of Mechanistic Ecosystem Models with LLMs

2025-07-18

Abstract excerpt

Ecosystem models are essential for ecosystem management, but their development traditionally requires significant time and expertise, creating bottlenecks in addressing urgent environmental challenges. We present LEMMA (LLM Enabled Mechanistic Modelling for ecosystem Assessment), a framework that programmatically generates and iteratively refines mechanistic ecosystem models by combining large language models (LL...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
7fff0972-91d0-509f-b040-19fb8c4b50c4
DOI
10.1101/2025.07.14.664628
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Data-Driven Discovery of Mechanistic Ecosystem Models with LLMsDOI 10.1101/2025.07.14.664628
Select a neighboring publication to make it the new centre.