Evaluation of machine learning algorithms to predict internal concentration polarization in forward osmosis

Experimental study and extreme gradient boosting (XGBoost) based prediction of caking ability of coal blends

(2021) Maciej Rzychoń et al.   JOURNAL OF ANALYTICAL AND APPLIED PYROLYSIS

Brine reject dilution with treated wastewater for indirect desalination

(2021) Daoud Khanafer et al.   Journal of Cleaner Production

Feasibility of H2O2 cleaning for forward osmosis membrane treating landfill leachate

(2021) Ibrar Ibrar et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Recent developments in forward osmosis membranes using carbon-based nanomaterials

(2020) Sudesh Yadav et al.   DESALINATION

Organic Fouling in Forward Osmosis: A Comprehensive Review

(2020) Sudesh Yadav et al.   Water

Modeling water flux in osmotic membrane bioreactor by adaptive network-based fuzzy inference system and artificial neural network

(2020) Ahmad Hosseinzadeh et al.   BIORESOURCE TECHNOLOGY

Modeling of forward osmosis process using artificial neural networks (ANN) to predict the permeate flux

(2020) Jasir Jawad et al.   DESALINATION

Understanding and optimization of thin film nanocomposite membranes for reverse osmosis with machine learning

(2020) Chester Su Hern Yeo et al.   JOURNAL OF MEMBRANE SCIENCE

Relating forward water and reverse salt fluxes to membrane porosity and tortuosity in forward osmosis: CFD modelling

(2020) Mohammad Kahrizi et al.   SEPARATION AND PURIFICATION TECHNOLOGY

The application of forward osmosis to dairy processing

(2020) G.Q. Chen et al.   SEPARATION AND PURIFICATION TECHNOLOGY

Preparation of novel high permeability and antifouling polysulfone-vanillin membrane

(2020) Sudesh Yadav et al.   DESALINATION

Performance optimisation of forward-osmosis membrane system using machine learning for the treatment of textile industry wastewater

(2020) Aghilesh K et al.   JOURNAL OF CLEANER PRODUCTION

Introducing sorption coefficient through extended UNIQAC and Flory-Huggins models for improved flux prediction in forward osmosis

(2019) Mohammad Kahrizi et al.   CHEMICAL ENGINEERING SCIENCE

Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions

(2019) Guomin Huang et al.   JOURNAL OF HYDROLOGY

A Review of Fouling Mechanisms, Control Strategies and Real-Time Fouling Monitoring Techniques in Forward Osmosis

(2019) Ibrar Ibrar et al.   Water

Modelling the chlorophenol removal from wastewater via reverse osmosis process using a multilayer artificial neural network with genetic algorithm

(2019) Abdulrahman Th. Mohammad et al.   Journal of Water Process Engineering

Long-term evaluation of a forward osmosis-nanofiltration demonstration plant for wastewater reuse in agriculture

(2018) Beatriz Corzo et al.   CHEMICAL ENGINEERING JOURNAL

Neural network and deep-learning algorithms used in QSAR studies: merits and drawbacks

(2018) Fahimeh Ghasemi et al.   DRUG DISCOVERY TODAY

Applying machine learning techniques to predict the properties of energetic materials

(2018) Daniel C. Elton et al.   Scientific Reports

A Data-Driven Design for Fault Detection of Wind Turbines Using Random Forests and XGboost

(2018) Dahai Zhang et al.   IEEE Access

Effect of fouling on performance of pressure retarded osmosis (PRO) and forward osmosis (FO)

(2018) Endre Nagy et al.   JOURNAL OF MEMBRANE SCIENCE

Membrane fouling in osmotically driven membrane processes: A review

(2016) Qianhong She et al.   JOURNAL OF MEMBRANE SCIENCE

Pressure retarded osmosis: advancement in the process applications for power generation and desalination

(2015) Ali Altaee et al.   DESALINATION

Proper accounting of mass transfer resistances in forward osmosis: Improving the accuracy of model predictions of structural parameter

(2015) Nhu-Ngoc Bui et al.   JOURNAL OF MEMBRANE SCIENCE

A general, resistance-in-series, salt- and water flux models for forward osmosis and pressure-retarded osmosis for energy generation

(2014) Endre Nagy   JOURNAL OF MEMBRANE SCIENCE

Forward osmosis for application in wastewater treatment: A review

(2014) Kerusha Lutchmiah et al.   WATER RESEARCH

Zero internal concentration polarization FO membrane: functionalized graphene

(2013) Jing-Gang Gai et al.   Journal of Materials Chemistry A

Revised external and internal concentration polarization models to improve flux prediction in forward osmosis process

(2012) Chien Hsiang Tan et al.   DESALINATION

Thin-Film Composite Pressure Retarded Osmosis Membranes for Sustainable Power Generation from Salinity Gradients

(2011) Ngai Yin Yip et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Finite element analysis of forward osmosis process using NaCl solutions

(2011) Abraham Sagiv et al.   JOURNAL OF MEMBRANE SCIENCE

Computational fluid dynamics simulations of flow and concentration polarization in forward osmosis membrane systems

(2011) M.F. Gruber et al.   JOURNAL OF MEMBRANE SCIENCE

Modified models to predict flux behavior in forward osmosis in consideration of external and internal concentration polarizations

(2008) Chien Hsiang Tan et al.   JOURNAL OF MEMBRANE SCIENCE

Evaluation of membrane fouling models based on bench-scale experiments: A comparison between constant flowrate blocking laws and artificial neural network (ANNs) model

(2007) Qi-Feng Liu et al.   JOURNAL OF MEMBRANE SCIENCE