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Emerging Trends of Computational Chemistry and Molecular Modeling in Froth Flotation: A Review

[Image: see text] Froth flotation is the most versatile process in mineral beneficiation, extensively used to concentrate a wide range of minerals. This process comprises mixtures of more or less liberated minerals, water, air, and various chemical reagents, involving a series of intermingled multip...

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Autores principales: Alizadeh Sahraei, Abolfazl, Azizi, Dariush, Mokarizadeh, Abdol Hadi, Boffito, Daria Camilla, Larachi, Faïçal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10288516/
https://www.ncbi.nlm.nih.gov/pubmed/37362006
http://dx.doi.org/10.1021/acsengineeringau.2c00053
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author Alizadeh Sahraei, Abolfazl
Azizi, Dariush
Mokarizadeh, Abdol Hadi
Boffito, Daria Camilla
Larachi, Faïçal
author_facet Alizadeh Sahraei, Abolfazl
Azizi, Dariush
Mokarizadeh, Abdol Hadi
Boffito, Daria Camilla
Larachi, Faïçal
author_sort Alizadeh Sahraei, Abolfazl
collection PubMed
description [Image: see text] Froth flotation is the most versatile process in mineral beneficiation, extensively used to concentrate a wide range of minerals. This process comprises mixtures of more or less liberated minerals, water, air, and various chemical reagents, involving a series of intermingled multiphase physical and chemical phenomena in the aqueous environment. Today’s main challenge facing the froth flotation process is to gain atomic-level insights into the properties of its inherent phenomena governing the process performance. While it is often challenging to determine these phenomena via trial-and-error experimentations, molecular modeling approaches not only elicit a deeper understanding of froth flotation but can also assist experimental studies in saving time and budget. Thanks to the rapid development of computer science and advances in high-performance computing (HPC) infrastructures, theoretical/computational chemistry has now matured enough to successfully and gainfully apply to tackle the challenges of complex systems. In mineral processing, however, advanced applications of computational chemistry are increasingly gaining ground and demonstrating merit in addressing these challenges. Accordingly, this contribution aims to encourage mineral scientists, especially those interested in rational reagent design, to become familiarized with the necessary concepts of molecular modeling and to apply similar strategies when studying and tailoring properties at the molecular level. This review also strives to deliver the state-of-the-art integration and application of molecular modeling in froth flotation studies to assist either active researchers in this field to disclose new directions for future research or newcomers to the field to initiate innovative works.
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spelling pubmed-102885162023-06-24 Emerging Trends of Computational Chemistry and Molecular Modeling in Froth Flotation: A Review Alizadeh Sahraei, Abolfazl Azizi, Dariush Mokarizadeh, Abdol Hadi Boffito, Daria Camilla Larachi, Faïçal ACS Eng Au [Image: see text] Froth flotation is the most versatile process in mineral beneficiation, extensively used to concentrate a wide range of minerals. This process comprises mixtures of more or less liberated minerals, water, air, and various chemical reagents, involving a series of intermingled multiphase physical and chemical phenomena in the aqueous environment. Today’s main challenge facing the froth flotation process is to gain atomic-level insights into the properties of its inherent phenomena governing the process performance. While it is often challenging to determine these phenomena via trial-and-error experimentations, molecular modeling approaches not only elicit a deeper understanding of froth flotation but can also assist experimental studies in saving time and budget. Thanks to the rapid development of computer science and advances in high-performance computing (HPC) infrastructures, theoretical/computational chemistry has now matured enough to successfully and gainfully apply to tackle the challenges of complex systems. In mineral processing, however, advanced applications of computational chemistry are increasingly gaining ground and demonstrating merit in addressing these challenges. Accordingly, this contribution aims to encourage mineral scientists, especially those interested in rational reagent design, to become familiarized with the necessary concepts of molecular modeling and to apply similar strategies when studying and tailoring properties at the molecular level. This review also strives to deliver the state-of-the-art integration and application of molecular modeling in froth flotation studies to assist either active researchers in this field to disclose new directions for future research or newcomers to the field to initiate innovative works. American Chemical Society 2023-04-17 /pmc/articles/PMC10288516/ /pubmed/37362006 http://dx.doi.org/10.1021/acsengineeringau.2c00053 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Alizadeh Sahraei, Abolfazl
Azizi, Dariush
Mokarizadeh, Abdol Hadi
Boffito, Daria Camilla
Larachi, Faïçal
Emerging Trends of Computational Chemistry and Molecular Modeling in Froth Flotation: A Review
title Emerging Trends of Computational Chemistry and Molecular Modeling in Froth Flotation: A Review
title_full Emerging Trends of Computational Chemistry and Molecular Modeling in Froth Flotation: A Review
title_fullStr Emerging Trends of Computational Chemistry and Molecular Modeling in Froth Flotation: A Review
title_full_unstemmed Emerging Trends of Computational Chemistry and Molecular Modeling in Froth Flotation: A Review
title_short Emerging Trends of Computational Chemistry and Molecular Modeling in Froth Flotation: A Review
title_sort emerging trends of computational chemistry and molecular modeling in froth flotation: a review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10288516/
https://www.ncbi.nlm.nih.gov/pubmed/37362006
http://dx.doi.org/10.1021/acsengineeringau.2c00053
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