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Towards smart PFAS management: Integrating artificial intelligence in water and wastewater systems

Author(s): Yaghoobian S; An J; Jeong DW; Hwang JH;

Artificial intelligence (AI) and machine learning (ML) are increasingly integrated into Per- and polyfluoroalkyl substances (PFAS) research; however, the field remains fragmented with substantial variation in modeling objectives. This review provides one of the most comprehensive and detailed syntheses to date of AI/ML methods across the PFAS contaminatio ...

Article GUID: 41483514


Enhancement of syngas production via plastic gasification in low-concentration CO sub 2 /sub by using spent lithium-ion batteries-derived black mass

Author(s): Cho DW; Han HJ; Hwang JH; Ahn Y; Yu H;

This study investigates the thermochemical and co-thermochemical conversion of black mass (BM), derived from spent lithium-ion batteries, with and without polyethylene (PE) under various atmospheric conditions (N2, 25 % CO2, and 99.999 % CO2) at temperatures ranging from 700 °C to 900 °C. In an inert N2 environment, gas emissions were minimal, while signi ...

Article GUID: 40992313


A perspective of emerging trends in integrated PFAS detection and remediation technologies with data driven approaches

Author(s): Yaghoobian S; Ramirez-Ubillus MA; Zhai L; Hwang JH;

Per- and polyfluoroalkyl substances (PFAS) are highly persistent synthetic chemicals that pose severe environmental and health risks, prompting increasingly stringent regulations. The recent crises caused by PFAS contamination underscore the urgent need for rapid, sensitive, and on-site monitoring, along with effective removal and degradation from water s ...

Article GUID: 40656524


Photocatalytic innovations in PFAS removal: Emerging trends and advances

Author(s): Tabatabaei M; Cho DW; Fahad S; Jeong DW; Hwang JH;

Per- and polyfluoroalkyl substances (PFAS), such as perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS), are persistent environmental pollutants posing significant risks to ecosystems, drinking water safety, and human health. Conventional PFAS removal methods effectively mitigate contamination but face challenges such as high operational ...

Article GUID: 40315548


Surviving chlorinated waters: bleaching sensitivity and persistence of free-living amoebae

Author(s): Zahid MT; Mustafa G; Sajid R; Razzaq A; Waheed M; Khan MA; Hwang JH; Park YK; Chung WJ; Jeon BH;

Recent advancements in membrane technologies and disinfection methods have enhanced drinking water quality significantly. However, microorganisms, including free-living amoebae (FLA), persist and pose potential threats to humans. FLA are linked to severe neuro-ophthalmic infections and serve as h ...

Article GUID: 39017868


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