Probabilistic prediction of phosphate ion adsorption onto biochar materials using a large dataset and online deployment
Published in Chemosphere, 2025
Recommended citation: Iftikhar, S., Ishtiaq, R., Zahra, N., Rubab, F., Lam, S.-M., Abbas, A., & Jaffari, Z. H. (2025). Probabilistic prediction of phosphate ion adsorption onto biochar materials using a large dataset and online deployment. Chemosphere, 370, 144031. https://doi.org/10.1016/j.chemosphere.2024.144031
Literature-derived data were used to compare probabilistic machine-learning approaches for predicting phosphate adsorption by biochar. The resulting web interface provides predictions together with uncertainty estimates.