Sephia Amanda Muhtar

Cerium Loading Redistributes Tetracycline Removal between Dark Adsorption and the UV Stage on Hydrothermal Niobium Oxide

Photocatalysts that also adsorb are usually ranked by how much pollutant disappears at the end of a run, a number that says nothing about which of the two processes did the work. We separate the two on a single material family by running a dark stage and an illuminated stage in s...

A Decade of Machine Learning for Adsorption of Emerging Contaminants: A Systematic Review of Algorithms, Performance, and Methodological Transparency

Machine learning (ML) is increasingly applied to predict and optimize adsorption-based removal of emerging contaminants (ECs) from water, yet the literature remains fragmented across diverse algorithms, adsorbents, and pollutant classes, and existing reviews of the topic report n...