Project Details
EACH: artificial intelligence Emulating Atmospheric CHemistry
Applicants
Professor Dr. Timothy Butler; Dr. Andrea Pozzer
Subject Area
Atmospheric Science
Image and Language Processing, Computer Graphics and Visualisation, Human Computer Interaction, Ubiquitous and Wearable Computing
Image and Language Processing, Computer Graphics and Visualisation, Human Computer Interaction, Ubiquitous and Wearable Computing
Term
since 2024
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 541914720
The EACH project aims to emulate the chemical mechanisms used in numerical models for atmospheric chemistry. Its primary objective is to develop a comprehensive methodology and a robust set of algorithms that enable the automatic training and execution of artificial intelligence (AI) systems capable of reproducing the most complex chemical decomposition schemes found in numerical models and replicating the gas-phase species decomposition within the Earth's atmosphere. This endeavor seeks to advance our understanding of atmospheric chemistry and enhance our ability to model and predict environmental changes.
DFG Programme
Research Grants
International Connection
Spain
Partner Organisation
Agencia Estatal de Investigación
Cooperation Partner
Dr. Hervé Petetin