Influence of multivalent background ions competition adsorption on the adsorption behavior of azo dye molecules and removal mechanism: Based on machine learning, DFT and experiments

Separation and Purification Technology, Год журнала: 2024, Номер 341, С. 126810 - 126810

Опубликована: Фев. 19, 2024

Язык: Английский

---

Tuned porous MOFs & COFs for arsenic removal- advanced water remediation approach

Desalination, Год журнала: 2024, Номер 592, С. 118075 - 118075

Опубликована: Сен. 6, 2024

Язык: Английский

---

Optimization and prediction of dye adsorption utilising cross-linked chitosan-activated charcoal: Response Surface Methodology and machine learning

Journal of Molecular Liquids, Год журнала: 2024, Номер 411, С. 125745 - 125745

Опубликована: Авг. 11, 2024

Язык: Английский

---

Biopolymer‑carbonaceous composites, progress, and adsorptive mitigation of water pollutants

International Journal of Biological Macromolecules, Год журнала: 2024, Номер 274, С. 133379 - 133379

Опубликована: Июнь 25, 2024

Язык: Английский

---

Research on environmental aspects of retention/release of pollutants in soils and sorbents. What should be next?

Environmental Research, Год журнала: 2024, Номер 251, С. 118593 - 118593

Опубликована: Март 4, 2024

Although studies dealing with adsorption/desorption (and/or retention/release) of pollutants present in environmental compartments is a classical field research, recent papers are focusing on some weak points investigations and publications within the area. In addition, an increasing number works being published related to new possibilities alternatives this kind research works, many them relation use artificial intelligence (AI). Considering existence eventual controversies, mistakes, convenience suggesting go ahead future, work, after taking into account relevant previous literature, simple workflow proposed as protocol revise successive steps that could guide direction follow when programing retention/release soils sorbent materials.

Язык: Английский

---

The role of cationic bridges in enhancing sulfamethoxazole adsorption onto montmorillonite

Environmental Geochemistry and Health, Год журнала: 2025, Номер 47(2)

Опубликована: Янв. 20, 2025

Язык: Английский

---

Application of machine learning for environmentally friendly advancement: exploring biomass-derived materials in wastewater treatment and agricultural sector − a review

Journal of Environmental Science and Health Part A, Год журнала: 2025, Номер unknown, С. 1 - 16

Опубликована: Фев. 2, 2025

There are several uses for biomass-derived materials (BDMs) in the irrigation and farming industries. To solve problems with material, process, supply chain design, BDM systems have started to use machine learning (ML), a new technique approach. This study examined articles published since 2015 understand better current status, future possibilities, capabilities of ML supporting environmentally friendly development applications. Previous applications were classified into three categories according their objectives: material process performance prediction sustainability evaluation. helps optimize BDMs systems, predict properties performance, reverse engineering, data difficulties evaluations. Ensemble models cutting-edge Neural Networks operate satisfactorily on these datasets easily generalized. neural network poor interpretability, there not been any studies assessment that consider geo-temporal dynamics; thus, building methods is currently practical. Future research should follow workflow. Investigating potential system optimization, evaluation sustainable requires further investigation.

Язык: Английский

---

Enhanced fluoride removal by modified water hyacinth: response surface methodology and machine learning approach

Biomass Conversion and Biorefinery, Год журнала: 2025, Номер unknown

Опубликована: Фев. 5, 2025

Язык: Английский

---

Constructing binuclear sites to modulate the charge distribution of MIL-101 for enhanced toluene adsorption performance: experimental and theoretical studies

Separation and Purification Technology, Год журнала: 2024, Номер 354, С. 129400 - 129400

Опубликована: Авг. 30, 2024

Язык: Английский

---

Effect of small-molecule organic matter on methane adsorption in anthracite

Journal of Saudi Chemical Society, Год журнала: 2024, Номер 28(6), С. 101930 - 101930

Опубликована: Сен. 6, 2024

Язык: Английский

---