Assessing the potential of machine learning methods to study the removal of pharmaceuticals from wastewater using biochar or activated carbon
Abstract
Advances of ML methods in the adsorption of pharmaceuticals on biochar is presented. ML can be used to understand adsorption performances and biochar properties. The most common ML algorithms and their advantages and limitations is provided. ML can optimize pharmaceutical removal and explain effects of various parameters. ML is also useful for the evaluation of the adsorption mechanism.
- Publication:
-
Total Environment Research Themes
- Pub Date:
- June 2022
- DOI:
- 10.1016/j.totert.2022.100001
- Bibcode:
- 2022TERT....100001O
- Keywords:
-
- Pharmaceuticals;
- Wastewater;
- Biochar;
- Machine learning;
- Adsorbent