Water Research, Journal Year: 2024, Volume and Issue: 273, P. 122994 - 122994
Published: Dec. 16, 2024
Language: Английский
Water Research, Journal Year: 2024, Volume and Issue: 273, P. 122994 - 122994
Published: Dec. 16, 2024
Language: Английский
Journal of Hazardous Materials Advances, Journal Year: 2025, Volume and Issue: unknown, P. 100684 - 100684
Published: March 1, 2025
Language: Английский
Citations
2Desalination, Journal Year: 2025, Volume and Issue: unknown, P. 118549 - 118549
Published: Jan. 1, 2025
Language: Английский
Citations
0Brazilian Journal of Chemical Engineering, Journal Year: 2025, Volume and Issue: unknown
Published: Feb. 5, 2025
Language: Английский
Citations
0Materials, Journal Year: 2025, Volume and Issue: 18(4), P. 840 - 840
Published: Feb. 14, 2025
Reverse osmosis membranes have been predominantly made from aromatic polyamide composite thin-films, although significant research efforts dedicated to discovering new materials and synthesis technologies enhance the water-salt selectivity of in past decades. The lack breakthroughs is partly attributed limited comprehensive understanding relationships between membrane features their performance. Insights into intrinsic reverse (RO) based on metadata were obtained using explainable artificial intelligence understand unify efforts. related chemistry, structure, modification methods, performance RO derived dataset more than 1000 membranes. Seven machine learning (ML) models constructed evaluate performances, applicability for tasks was assessed metadata. contribution analyzed, ranking importance revealed. This work holds promise analysis, evaluating against state art developing an inverse design strategy discovery high-performance
Language: Английский
Citations
0Processes, Journal Year: 2025, Volume and Issue: 13(2), P. 566 - 566
Published: Feb. 17, 2025
Green materials are emerging as sustainable alternatives in water and wastewater treatment. Due to their biodegradability, renewable origin low toxicity characteristics, green an alternative conventional synthetic materials. include nanomaterials of natural origin, biopolymers composites that optimize the adsorption removal contaminants. The applications cellulose nanofibers, alginates, chitosan lignin stand out, well functionalized hydrogels aerogels for heavy metals, dyes organic analysis mechanisms processes contaminant modeling optimization techniques included key tools design these materials, allowing one predict properties, simulate interactions customize solutions. Despite sustainability benefits they face technical economic challenges, such scalability, synthesis costs experimental validation. This work concluded combined with tools, essential move towards more sustainable, efficient environmentally friendly treatment technologies, aligned global objectives development climate change mitigation.
Language: Английский
Citations
0Separation and Purification Technology, Journal Year: 2025, Volume and Issue: unknown, P. 132119 - 132119
Published: Feb. 1, 2025
Language: Английский
Citations
0Desalination and Water Treatment, Journal Year: 2025, Volume and Issue: unknown, P. 101157 - 101157
Published: April 1, 2025
Language: Английский
Citations
0Separation and Purification Technology, Journal Year: 2025, Volume and Issue: 367, P. 132898 - 132898
Published: April 8, 2025
Language: Английский
Citations
0Chemical Engineering Journal, Journal Year: 2025, Volume and Issue: unknown, P. 162719 - 162719
Published: April 1, 2025
Language: Английский
Citations
0Water Research, Journal Year: 2024, Volume and Issue: 273, P. 122994 - 122994
Published: Dec. 16, 2024
Language: Английский
Citations
0