Insights on features' contribution to desalination dynamics and capacity of capacitive deionization through machine learning study

F Saffarimiandoab, R Mattesini, W Fu, EE Kuruoglu… - Desalination, 2021 - Elsevier
Parameter optimization in designing a rational capacitive deionization (CDI) process is
usually performed to achieve both high electrosorption capacity and speed. This …

Interpretable machine learning modeling of capacitive deionization for contribution analysis of electrode and process features

F Saffarimiandoab, R Mattesini, W Fu… - Journal of Materials …, 2021 - pubs.rsc.org
Capacitive deionization (CDI) is a promising technique used to desalinate water via
electrosorption of ions inside the porous structure of two oppositely charged electrodes …