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.
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Starting year

2026

End year

2028

Granted funding


Hanli Qiao Orcid -palvelun logo
410 288 €

Funder

Research Council of Finland

Funding instrument

Targeted Academy projects

Decision maker

Suomen akatemian muu päättäjä
16.12.2025

Other information

Funding decision number

372518

Fields of science

Geosciences

Research fields

Geotieteet