Insights into the adsorption of pharmaceuticals and personal care products (PPCPs) on biochar and activated carbon with the aid of machine learning

A deep learning neural network approach for predicting the sorption of ionizable and polar organic pollutants to a wide range of carbonaceous materials

(2020) Gabriel Sigmund et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Predicting Aqueous Adsorption of Organic Compounds onto Biochars, Carbon Nanotubes, Granular Activated Carbons, and Resins with Machine Learning

(2020) Kai Zhang et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

New trends in biochar pyrolysis and modification strategies: feedstock, pyrolysis conditions, sustainability concerns and implications for soil amendment

(2020) Liuwei Wang et al.   SOIL USE AND MANAGEMENT

Extracting local nucleation fields in permanent magnets using machine learning

(2020) Markus Gusenbauer et al.   npj Computational Materials

Random forest machine learning models for interpretable X-ray absorption near-edge structure spectrum-property relationships

(2020) Steven B. Torrisi et al.   npj Computational Materials

Effects of modification and magnetization of rice straw derived biochar on adsorption of tetracycline from water

(2020) Jiawei Dai et al.   BIORESOURCE TECHNOLOGY

Multi-task prediction and optimization of hydrochar properties from high-moisture municipal solid waste: Application of machine learning on waste-to-resource

(2020) Jie Li et al.   JOURNAL OF CLEANER PRODUCTION

Machine learning for the selection of carbon-based materials for tetracycline and sulfamethoxazole adsorption

(2020) Xinzhe Zhu et al.   CHEMICAL ENGINEERING JOURNAL

Engineered biochars from organic wastes for the adsorption of diclofenac, naproxen and triclosan from water systems

(2020) Bożena Czech et al.   JOURNAL OF CLEANER PRODUCTION

Prediction of adsorption properties for ionic and neutral pharmaceuticals and pharmaceutical intermediates on activated charcoal from aqueous solution via LFER model

(2019) Yufeng Zhao et al.   CHEMICAL ENGINEERING JOURNAL

Micro-milling super-fine powdered activated carbon decreases adsorption capacity by introducing oxygen/hydrogen-containing functional groups on carbon surface from water

(2019) Hideki Takaesu et al.   WATER RESEARCH

Effects of the Chemical Structure, Surface, and Micropore Properties of Activated and Oxidized Black Carbon on the Sorption and Desorption of Phenanthrene

(2019) Shujie Hu et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

The relative importance of different carbon structures in biochars to carbamazepine and bisphenol A sorption

(2019) Gang Chu et al.   JOURNAL OF HAZARDOUS MATERIALS

Machine learning prediction of biochar yield and carbon contents in biochar based on biomass characteristics and pyrolysis conditions

(2019) Xinzhe Zhu et al.   BIORESOURCE TECHNOLOGY

The application of machine learning methods for prediction of metal sorption onto biochars

(2019) Xinzhe Zhu et al.   JOURNAL OF HAZARDOUS MATERIALS

Fast and efficient adsorptive removal of organic dyes and active pharmaceutical ingredient by microporous carbon: Effect of molecular size and charge

(2019) Kanika Gupta et al.   CHEMICAL ENGINEERING JOURNAL

Fast adsorption of BPA with high capacity based on π-π electron donor-acceptor and hydrophobicity mechanism using an in-situ sp2 C dominant N-doped carbon

(2019) Zhiqiang Sun et al.   CHEMICAL ENGINEERING JOURNAL

Thermal treatment of biochar in the air/nitrogen atmosphere for developed mesoporosity and enhanced adsorption to tetracycline

(2018) Xiaoxiao Zhu et al.   BIORESOURCE TECHNOLOGY

Adsorptive removal of wide range of pharmaceutical and personal care products from water by using metal azolate framework-6-derived porous carbon

(2018) Hyung Jun An et al.   CHEMICAL ENGINEERING JOURNAL

Correlating Asphaltene Dimerization with Its Molecular Structure by Potential of Mean Force Calculation and Data Mining

(2018) Xinzhe Zhu et al.   ENERGY & FUELS

Insight into Multiple and Multilevel Structures of Biochars and Their Potential Environmental Applications: A Critical Review

(2018) Xin Xiao et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Sorption of hydrophobic organic contaminants on functionalized biochar: Protagonist role of π-π electron-donor-acceptor interactions and hydrogen bonds

(2018) Mohammad Boshir Ahmed et al.   JOURNAL OF HAZARDOUS MATERIALS

Adsorption of Estrogen Contaminants by Graphene Nanomaterials under Natural Organic Matter Preloading: Comparison to Carbon Nanotube, Biochar, and Activated Carbon

(2017) Luhua Jiang et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Activity and Reactivity of Pyrogenic Carbonaceous Matter toward Organic Compounds

(2017) J. J. Pignatello et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Quantitative structural modeling on the wavelength interval (Δ λ ) in synchronous fluorescence spectroscopy

(2017) Fayezeh Samari et al.   JOURNAL OF MOLECULAR STRUCTURE

Sorption of ionizable and ionic organic compounds to biochar, activated carbon and other carbonaceous materials

(2017) Melanie Kah et al.   WATER RESEARCH

Influence of feedstock source and pyrolysis temperature on biochar bulk and surface properties

(2016) Waled Suliman et al.   BIOMASS & BIOENERGY

Sorption of polychlorinated biphenyls onto biochars derived from corn straw and the effect of propranolol

(2016) Fei Wang et al.   BIORESOURCE TECHNOLOGY

Predicting the Sorption of Aromatic Acids to Noncarbonized and Carbonized Sorbents

(2016) Gabriel Sigmund et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Removal of pharmaceuticals and personal care products (PPCPs) from wastewater: A review

(2016) Jianlong Wang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Adsorption behavior and mechanism of chloramphenicols, sulfonamides, and non-antibiotic pharmaceuticals on multi-walled carbon nanotubes

(2016) Heng Zhao et al.   JOURNAL OF HAZARDOUS MATERIALS

Single, binary, and mixture adsorption of nine organic contaminants onto a microporous and a microporous/mesoporous activated carbon cloth

(2016) Sylvain Masson et al.   MICROPOROUS AND MESOPOROUS MATERIALS

Sulfonated Graphene Nanosheets as a Superb Adsorbent for Various Environmental Pollutants in Water

(2015) Yi Shen et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

π+–π Interactions between (Hetero)aromatic Amine Cations and the Graphitic Surfaces of Pyrogenic Carbonaceous Materials

(2015) Feng Xiao et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Interactions of triazine herbicides with biochar: Steric and electronic effects

(2015) Feng Xiao et al.   WATER RESEARCH

2,4-D adsorption to biochars: Effect of preparation conditions on equilibrium adsorption capacity and comparison with commercial activated carbon literature data

(2014) J.P. Kearns et al.   WATER RESEARCH

Random forest model for removal of bromophenol blue using activated carbon obtained from Astragalus bisulcatus tree

(2013) M. Ghaedi et al.   JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY

Descriptors for the Prediction of Partition Coefficients and Solubilities of Organophosphorus Compounds

(2013) Michael H. Abraham et al.   SEPARATION SCIENCE AND TECHNOLOGY

Predictive Model Development for Adsorption of Aromatic Contaminants by Multi-Walled Carbon Nanotubes

(2012) Onur G. Apul et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Preparation and N2, CO2 and H2 adsorption of super activated carbon derived from biomass source hemp (Cannabis sativa L.) stem

(2012) Ru Yang et al.   MICROPOROUS AND MESOPOROUS MATERIALS

Adsorption of Aromatic Compounds by Carbonaceous Adsorbents: A Comparative Study on Granular Activated Carbon, Activated Carbon Fiber, and Carbon Nanotubes

(2010) Shujuan Zhang et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Adsorption of Pharmaceutical Antibiotics on Template-Synthesized Ordered Micro- and Mesoporous Carbons

(2010) Liangliang Ji et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

The transfer of neutral molecules, ions and ionic species from water to wet octanol

(2010) Michael H. Abraham et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Transitional Adsorption and Partition of Nonpolar and Polar Aromatic Contaminants by Biochars of Pine Needles with Different Pyrolytic Temperatures

(2008) Baoliang Chen et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY