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physics.flu-dyn2023
Machine learning methods for prediction of breakthrough curves in reactive porous media
Daria Fokina, Pavel Toktaliev, Oleg Iliev +1
Reactive flows in porous media play an important role in our life and are crucial for many industrial, environmental and biomedical applications. Very often the concentration of th…
physics.flu-dyn2022
On the Performance of Machine Learning Methods for Breakthrough Curve Prediction
Daria Fokina, Oleg Iliev, Pavel Toktaliev +2
Reactive flows are important part of numerous technical and environmental processes. Often monitoring the flow and species concentrations within the domain is not possible or is ex…