Evaluation of mesoporous silica synthesized for green adsorption by modeling via machine learning and mass transfer

Abstract In this study, we utilized a comprehensive dataset comprising over 19,000 data points with inputs represented by coordinates (x, y) and the corresponding output denoted as concentration (C). The case study was analysis of mesoporous material for adsorption separation of target solute from a...

Full description

Saved in:
Bibliographic Details
Main Authors: Minge Yang, Qiqing Yue, Junyi He
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-04324-6
Tags: Add Tag
No Tags, Be the first to tag this record!