New methods based on back propagation (BP) and radial basis function (RBF) artificial neural networks (ANNs) for predicting the occurrence of haloketones in tap …

Y Deng, X Zhou, J Shen, G Xiao, H Hong, H Lin… - Science of The Total …, 2021 - Elsevier
Haloketones (HKs) is one class of disinfection by-products (DBPs) which is genetically toxic
and mutagenic. Monitoring HKs in drinking water is important for drinking water safety, yet it …

Radial basis function artificial neural network (RBF ANN) as well as the hybrid method of RBF ANN and grey relational analysis able to well predict trihalomethanes …

H Hong, Z Zhang, A Guo, L Shen, H Sun, Y Liang… - Journal of …, 2020 - Elsevier
Many models have been developed in previous studies for predicting the formation of
disinfection by-products (DBPs) in drinking water. However, most of them were linear or log …

A novel strategy based on magnetic field assisted preparation of magnetic and photocatalytic membranes with improved performance

Y Liu, L Shen, H Lin, W Yu, Y Xu, R Li, T Sun… - Journal of Membrane …, 2020 - Elsevier
Membrane fouling problem is the bottleneck for commercial applications of separation
membranes. The current study offered a first report on preparation and performance of the …

Using simple and easy water quality parameters to predict trihalomethane occurrence in tap water

Z Xu, J Shen, Y Qu, H Chen, X Zhou, H Hong, H Sun… - Chemosphere, 2022 - Elsevier
Monitoring of disinfection by-products (DBPs) in water supply system is important to ensure
safety of drinking water. Yet it is a laborious job. Developing predictive DBPs models using …

Magnetic field assisted arrangement of photocatalytic TiO2 particles on membrane surface to enhance membrane antifouling performance for water treatment

T Sun, Y Liu, L Shen, Y Xu, R Li, L Huang… - Journal of colloid and …, 2020 - Elsevier
Fabrication of membranes with high antifouling and self-cleaning ability is a long-term
pursuit of research community. For this purpose, the current work proposed a strategy to use …

The gut microbiota metabolite glycochenodeoxycholate activates TFR-ACSL4-mediated ferroptosis to promote the development of environmental toxin–linked MAFLD

S Liu, Z Gao, W He, Y Wu, J Liu, S Zhang, L Yan… - Free Radical Biology …, 2022 - Elsevier
Metabolic dysfunction-associated fatty liver disease (MAFLD) has become the most common
chronic liver disorders in the world, and yet has no approved pharmacotherapy due to the …

Haloacetic acids in the aquatic environment

J Li, Y Zhang, Y Zhou, Y Bian, C Hu… - Separation & …, 2024 - Taylor & Francis
Haloacetic acids (HAAs) are a class of disinfection by-products (DBPs), widely occurring in
drinking water, wastewater and swimming pool water with concentrations at sub-μg/L to mid …

Effects of molecular weight distribution of soluble microbial products (SMPs) on membrane fouling in a membrane bioreactor (MBR): Novel mechanistic insights

J Teng, L Shen, Y Xu, Y Chen, XL Wu, Y He, J Chen… - Chemosphere, 2020 - Elsevier
While molecular weight distribution (MWD) is one of the most important properties of soluble
microbial products (SMPs), mechanisms underlying effects of MWD of SMPs on membrane …

Manipulating the mussel-inspired co-deposition of tannic acid and amine for fabrication of nanofiltration membranes with an enhanced separation performance

Y Xu, D Guo, T Li, Y Xiao, L Shen, R Li, Y Jiao… - Journal of colloid and …, 2020 - Elsevier
Nanofiltration (NF) membranes with tannic acid (TA) based selective layers have been
intensively studied in recent years, but they still suffer from poor inorganic salt rejection. This …

Quantification of interfacial energies associated with membrane fouling in a membrane bioreactor by using BP and GRNN artificial neural networks

Y Chen, L Shen, R Li, X Xu, H Hong, H Lin… - Journal of colloid and …, 2020 - Elsevier
Interfacial energy between sludge foulants and rough membrane surface critically
determines adhesive fouling in membrane bioreactors (MBRs). As a current available …