InterpAI-CoM: Interpretable Physics-AI Hybrid Modeling for Groundwater Contamination Dynamics and Mitigation
Acronym
InterpAI-CoM
Description of the granted funding
Sustainable groundwater management and protection of water resources against contamination require detailed understanding of how contaminants propagate and spread in the subsurface. This requires computer models able to capture physical and chemical processes driving such movement. However, the state-of-the art models are often slow because of a multitude of processes, complicating their applications in decision-making purposes. To address these challenges, the InterpAI-CoM project develops a novel approach that integrates artificial intelligence with scientific computing of reactive transport processes. The goal is to produce predictions that are faster, while maintaining the similar process details as considered in physical based models. If successful, this approach will support decision-makers, practitioners, government, and environmental professionals in responding more effectively to contamination issues and in designing more sustainable solutions.
Show moreStarting year
2026
End year
2028
Granted funding
Funder
Research Council of Finland
Funding instrument
Targeted Academy projects
Decision maker
Suomen akatemian muu päättäjä
16.12.2025
16.12.2025
Other information
Funding decision number
372518
Fields of science
Geosciences
Research fields
Geotieteet