Search Results - "Tayyebi, Arash"

Can machine learning methods guide gas separation membranes fabrication? by Tayyebi, Arash, Alshami, Ali S., Yu, Xue, Kolodka, Edward

“…•ML models as an alternative approach to test polymeric membrane's performance.•A guide for newcomers to model a ML for gas separation membranes…”
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Prediction of organic compound aqueous solubility using machine learning: a comparison study of descriptor-based and fingerprints-based models by Tayyebi, Arash, Alshami, Ali S, Rabiei, Zeinab, Yu, Xue, Ismail, Nadhem, Talukder, Musabbir Jahan, Power, Jason

“…A reliable and practical determination of a chemical species’ solubility in water continues to be examined using empirical observations and exhaustive…”
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Carboxyl-Engineered Silicon Quantum Dots (CSiQDs) as an Efficient Scale Inhibitor: Formulation Inhibition Mechanism by Ismail, Nadhem, Alshami, Ali, Tikeri, Glavic, Sun, Di, Tayyebi, Arash, Al-Goraee, Ashraf M., Talukder, Musabbir Jahan, Zhao, Julia Xiaojun

“…Multiple recent initiatives have focused on developing environmentally friendly antiscalants/scale inhibitors; however, most of the investigated green…”
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Membrane Science Meets Machine Learning: Future and Potential Use in Assisting Membrane Material Design and Fabrication by Talukder, Musabbir J., Alshami, Ali S., Tayyebi, Arash, Ismail, Nadhem, Yu, Xue

“…The evolving membrane technology integrated with machine learning (ML) algorithms can significantly advance the novel membrane material design and fabrication…”
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Machine learning – Driven surface grafting of thin-film composite reverse osmosis (TFC-RO) membrane by Tayyebi, Arash, Alshami, Ali S., Tayyebi, Erfan, Buelke, Chris, Talukder, Musabbir Jahan, Ismail, Nadhem, Al-Goraee, Ashraf, Rabiei, Zeinab, Yu, Xue

“…Modifying reverse-osmosis (RO) membrane performance is challenging and time-consuming due to the complex interplay of various factors that influence the…”
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CFD simulation of seawater desalination through a rectangular electrodialysis cell by Fazlali, Alireza, Khondabi, Vahab Ghaleh, Tayyebi, Arash, Moraveji, Mostafa Keshavarz

“…Electrodialysis (ED) is one of the membranous process for seawater desalination, which due to the less energy consuming is a desirable method in comparison…”
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