Prediction of nanoparticle transport behavior from physicochemical properties: machine learning provides insights to guide the next generation of transport models

Modeling Nanomaterial Environmental Fate in Aquatic Systems

(2015) Amy L. Dale et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Critical Assessment of Models for Transport of Engineered Nanoparticles in Saturated Porous Media

(2014) Eli Goldberg et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Machine Learning for Nanomaterial Toxicity Risk Assessment

(2014) Jeremy M. Gernand et al.   IEEE INTELLIGENT SYSTEMS

Transport and retention of zinc oxide nanoparticles in porous media: Effects of natural organic matter versus natural organic ligands at circumneutral pH

(2014) Edward H. Jones et al.   JOURNAL OF HAZARDOUS MATERIALS

Modelling and predicting the biological effects of nanomaterials

(2014) D.A. Winkler et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Comparison of three labeled silica nanoparticles used as tracers in transport experiments in porous media. Part II: Transport experiments and modeling

(2013) Elsa Vitorge et al.   ENVIRONMENTAL POLLUTION

Cotransport of Titanium Dioxide and Fullerene Nanoparticles in Saturated Porous Media

(2013) Li Cai et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Antagonistic Effects of Humic Acid and Iron Oxyhydroxide Grain-Coating on Biochar Nanoparticle Transport in Saturated Sand

(2013) Dengjun Wang et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Sensitivity of the transport and retention of stabilized silver nanoparticles to physicochemical factors

(2013) Yan Liang et al.   WATER RESEARCH

Distinct Effects of Humic Acid on Transport and Retention of TiO2 Rutile Nanoparticles in Saturated Sand Columns

(2012) Gexin Chen et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Transport of Ferrihydrite Nanoparticles in Saturated Porous Media: Role of Ionic Strength and Flow Rate

(2012) Tiziana Tosco et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Influence of Collector Surface Composition and Water Chemistry on the Deposition of Cerium Dioxide Nanoparticles: QCM-D and Column Experiment Approaches

(2012) Xuyang Liu et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Transport of Biochar Particles in Saturated Granular Media: Effects of Pyrolysis Temperature and Particle Size

(2012) Dengjun Wang et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Transport of ARS-labeled hydroxyapatite nanoparticles in saturated granular media is influenced by surface charge variability even in the presence of humic acid

(2012) Dengjun Wang et al.   JOURNAL OF HAZARDOUS MATERIALS

Fate and transport of elemental copper (Cu0) nanoparticles through saturated porous media in the presence of organic materials

(2012) Edward H. Jones et al.   WATER RESEARCH

Transport and retention of multi-walled carbon nanotubes in saturated porous media: Effects of input concentration and grain size

(2012) Daniela Kasel et al.   WATER RESEARCH

Mechanisms of TiO2 nanoparticle transport in porous media: Role of solution chemistry, nanoparticle concentration, and flowrate

(2011) Indranil Chowdhury et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

Transport and Retention of TiO2Rutile Nanoparticles in Saturated Porous Media under Low-Ionic-Strength Conditions: Measurements and Mechanisms

(2011) Gexin Chen et al.   LANGMUIR

The behaviour of random forest permutation-based variable importance measures under predictor correlation

(2010) Kristin K Nicodemus et al.   BMC BIOINFORMATICS

Transport of metal oxide nanoparticles in saturated porous media

(2010) Tal Ben-Moshe et al.   CHEMOSPHERE

Aggregation and Deposition of Engineered Nanomaterials in Aquatic Environments: Role of Physicochemical Interactions

(2010) Adamo R. Petosa et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Influence of Ionic Strength, pH, and Cation Valence on Aggregation Kinetics of Titanium Dioxide Nanoparticles

(2009) Rebecca A. French et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Iteratively constructive sequential design of experiments and surveys with nonlinear parameter‐data relationships

(2009) T. Guest et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Application of an empirical transport model to simulate retention of nanocrystalline titanium dioxide in sand columns

(2008) Christine Chin Choy et al.   CHEMOSPHERE

Transport and Retention of Nanoscale C60Aggregates in Water-Saturated Porous Media

(2008) Yonggang Wang et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

NANOMATERIALS IN THE ENVIRONMENT: BEHAVIOR, FATE, BIOAVAILABILITY, AND EFFECTS

(2008) Stephen J. Klaine et al.   ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY