Removal of Cr (VI) from wastewater using bentonite as adsorbent: Experimental and Machine Learning investigations
(0.987, and 0.995) the lowest MAE (0.194, and 0.210) and RMSE (0.359 and 0.371), which predicts the AN value very close to the experimental results. This integration of machine learning and environmental chemistry provides a powerful tool for developing cost-effective and sustainable water treatment systems using naturally available materials.
Authors
- Swathi Nayak
- Thomas Théodore (ORCID: https://orcid.org/0000-0001-8934-8350)
- Asha Gowda Karegowda (ORCID: https://orcid.org/0000-0002-1353-4293)
- Chikmagalur Raju Girish
- Suman Pawar
Institutions
- Manipal Academy of Higher Education (IN)
- Tumkur University (IN)
- Vellore Institute of Technology University (IN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-05-13
- DOI
- https://doi.org/10.1038/s41598-026-52541-4
- Primary Topic
- Adsorption and biosorption for pollutant removal
- Type
- article
- Field-Weighted Citation Impact
- 0.00