Zeta potentials (ζ) of metal oxide nanoparticles: A meta-analysis of experimental data and a predictive neural networks modeling

Machine learning predicts the functional composition of the protein corona and the cellular recognition of nanoparticles

(2020) Zhan Ban et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Predictive Modeling of Critical Temperatures in Superconducting Materials

(2020) Natalia Sizochenko et al.   MOLECULES

Genotoxicity induced by metal oxide nanoparticles: a weight of evidence study and effect of particle surface and electronic properties

(2018) Azadi Golbamaki et al.   Nanotoxicology

Towards the Development of Global Nano-Quantitative Structure–Property Relationship Models: Zeta Potentials of Metal Oxide Nanoparticles

(2018) Andrey Toropov et al.   Nanomaterials

Data-centric science for materials innovation

(2018) Isao Tanaka et al.   MRS BULLETIN

Predicting Physical Properties of Nanofluids by Computational Modeling

(2017) Natalia Sizochenko et al.   Journal of Physical Chemistry C

Evaluating the toxicity of TiO2-based nanoparticles to Chinese hamster ovary cells and Escherichia coli: a complementary experimental and computational approach

(2017) Alicja Mikolajczyk et al.   Beilstein Journal of Nanotechnology

Quasi-SMILES and nano-QFPR: The predictive model for zeta potentials of metal oxide nanoparticles

(2016) Andrey A. Toropov et al.   CHEMICAL PHYSICS LETTERS

Development of a novelin silicomodel of zeta potential for metal oxide nanoparticles: a nano-QSPR approach

(2016) Ewelina Wyrzykowska et al.   NANOTECHNOLOGY

Zeta Potential for Metal Oxide Nanoparticles: A Predictive Model Developed by a Nano-Quantitative Structure–Property Relationship Approach

(2015) Alicja Mikolajczyk et al.   CHEMISTRY OF MATERIALS

Toxicity of Metal Oxide Nanoparticles in Escherichia coli Correlates with Conduction Band and Hydration Energies

(2015) Chitrada Kaweeteerawat et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Current situation on the availability of nanostructure–biological activity data

(2015) C. Oksel et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Influence of particle/solid surface zeta potential on particle adsorption kinetics

(2014) Kunal V. Savaji et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

Nano(Q)SAR: Challenges, pitfalls and perspectives

(2014) Ratna Tantra et al.   Nanotoxicology

QSAR Modeling: Where Have You Been? Where Are You Going To?

(2013) Artem Cherkasov et al.   JOURNAL OF MEDICINAL CHEMISTRY

Surface functionalization affects the zeta potential, coronal stability and membranolytic activity of polymeric nanoparticles

(2013) Wan-Seob Cho et al.   Nanotoxicology

Mechanisms of genotoxicity. A review ofin vitroandin vivostudies with engineered nanoparticles

(2013) Zuzana Magdolenova et al.   Nanotoxicology

Evaluation criteria for the quality of published experimental data on nanomaterials and their usefulness for QSAR modelling

(2013) L. Lubinski et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Mapping the Dawn of Nanoecotoxicological Research

(2012) Anne Kahru et al.   ACCOUNTS OF CHEMICAL RESEARCH

Use of Metal Oxide Nanoparticle Band Gap To Develop a Predictive Paradigm for Oxidative Stress and Acute Pulmonary Inflammation

(2012) Haiyuan Zhang et al.   ACS Nano

Novel application of the CORAL software to model cytotoxicity of metal oxide nanoparticles to bacteria Escherichia coli

(2012) Andrey A. Toropov et al.   CHEMOSPHERE

Modeling Biological Activities of Nanoparticles

(2012) V. Chandana Epa et al.   NANO LETTERS

Assessing toxicological data quality: basic principles, existing schemes and current limitations

(2012) K.R. Przybylak et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Zeta Potential and Solubility to Toxic Ions as Mechanisms of Lung Inflammation Caused by Metal/Metal Oxide Nanoparticles

(2012) Wan-Seob Cho et al.   TOXICOLOGICAL SCIENCES

Using nano-QSAR to predict the cytotoxicity of metal oxide nanoparticles

(2011) Tomasz Puzyn et al.   Nature Nanotechnology

Classification NanoSAR Development for Cytotoxicity of Metal Oxide Nanoparticles

(2011) Rong Liu et al.   Small

A theoretical framework for predicting the oxidative stress potential of oxide nanoparticles

(2010) Enrico Burello et al.   Nanotoxicology

An Integrated Assessment Scheme for assessing the adequacy of (eco)toxicological data under REACH

(2010) Etje Hulzebos et al.   TOXICOLOGY LETTERS

Aggregation and toxicity of titanium dioxide nanoparticles in aquatic environment—A Review

(2009) Virender K. Sharma   JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH PART A-TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING