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.
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Startår

2026

Slutår

2028

Beviljade finansiering

Timo Lähivaara Orcid -palvelun logo
300 641 €


Rollen i Finlands Akademis konsortium

Övriga parter i konsortiet

Leader
Geologiska forskningscentralen (372518)
410 288 €

Finansiär

Finlands Akademi

Typ av finansiering

Akademiprojekt med särskild inriktning

Beslutfattare

Suomen akatemian muu päättäjä
16.12.2025

Övriga uppgifter

Finansieringsbeslutets nummer

373639

Vetenskapsområden

Geovetenskaper

Forskningsområden

Geotieteet