Predicting Micropollutant Removal by Reverse Osmosis and Nanofiltration Membranes: Is Machine Learning Viable?
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Title
Predicting Micropollutant Removal by Reverse Osmosis and Nanofiltration Membranes: Is Machine Learning Viable?
Authors
Keywords
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Journal
ENVIRONMENTAL SCIENCE & TECHNOLOGY
Volume 55, Issue 16, Pages 11348-11359
Publisher
American Chemical Society (ACS)
Online
2021-08-03
DOI
10.1021/acs.est.1c04041
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- (2019) Justyna Rogowska et al. AMBIO
- Nanofiltration of perfluorooctanoic acid and perfluorooctane sulfonic acid as a function of water matrix properties
- (2019) Hadi Toure et al. Water Science and Technology-Water Supply
- Potential-Driven Electron Transfer Lowers the Dissociation Energy of the C–F Bond and Facilitates Reductive Defluorination of Perfluorooctane Sulfonate (PFOS)
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- A Machine Learning Approach for Predicting Defluorination of Per- and Polyfluoroalkyl Substances (PFAS) for Their Efficient Treatment and Removal
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- Using Machine Learning to Classify Bioactivity for 3486 Per- and Polyfluoroalkyl Substances (PFASs) from the OECD List
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- Perfluorinated Chemicals as Emerging Environmental Threats to Kidney Health
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- A Path to Ultraselectivity: Support Layer Properties To Maximize Performance of Biomimetic Desalination Membranes
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- A highly selective surface coating for enhanced membrane rejection of endocrine disrupting compounds: Mechanistic insights and implications
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- (2017) Yang-ying Zhao et al. Frontiers of Environmental Science & Engineering
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- Artificial neural network models based on QSAR for predicting rejection of neutral organic compounds by polyamide nanofiltration and reverse osmosis membranes
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- Influences of solution chemistry and polymeric natural organic matter on the removal of aquatic pharmaceutical residuals by nanofiltration
- (2009) Mohammad Ali Zazouli et al. WATER RESEARCH
- The rejection of endocrine disrupting and pharmaceutically active compounds by NF and RO membranes as a function of compound and water matrix properties
- (2008) Anna M. Comerton et al. JOURNAL OF MEMBRANE SCIENCE
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- Rejection of pharmaceuticals and personal care products (PPCPs) and endocrine disrupting chemicals (EDCs) by low pressure reverse osmosis membranes
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- Organic compounds passage through RO membranes
- (2007) Dan Libotean et al. JOURNAL OF MEMBRANE SCIENCE
- Relation between membrane characteristics and performance in nanofiltration
- (2007) K. Boussu et al. JOURNAL OF MEMBRANE SCIENCE
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