InterpAI-CoM: Interpretable Physics-AI Hybrid Modeling for Groundwater Contamination Dynamics and Mitigation
Bidragets beskrivning
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.
Visa merStartår
2026
Slutår
2028
Beviljade finansiering
Rollen i Finlands Akademis konsortium
Övriga parter i konsortiet
Finansiär
Finlands Akademi
Typ av finansiering
Akademiprojekt med särskild inriktning
Beslutfattare
Suomen akatemian muu päättäjä
16.12.2025
16.12.2025
Övriga uppgifter
Finansieringsbeslutets nummer
373639
Vetenskapsområden
Geovetenskaper
Forskningsområden
Geotieteet