Natalia Sizochenko
Affiliations: | Department of Computer Science | Dartmouth College, Hanover, NH, United States |
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| Sizochenko N, Mikolajczyk A, Syzochenko M, et al. (2021) Zeta potentials (ζ) of metal oxide nanoparticles: A meta-analysis of experimental data and a predictive neural networks modeling. Nanoimpact. 22: 100317 |
| Toropova AP, Toropov AA, Leszczynski J, et al. (2021) Using quasi-SMILES for the predictive modeling of the safety of 574 metal oxide nanoparticles measured in different experimental conditions. Environmental Toxicology and Pharmacology. 103665 |
| Sizochenko N, Mikolajczyk A, Syzochenko M, et al. (2021) Zeta potentials (ζ) of metal oxide nanoparticles: A meta-analysis of experimental data and a predictive neural networks modeling Nanoimpact. 22: 100317 |
| Toropov AA, Sizochenko N, Toropova AP, et al. (2020) Advancement of predictive modeling of zeta potentials (ζ) in metal oxide nanoparticles with correlation intensity index (CII) Journal of Molecular Liquids. 317: 113929 |
| Sizochenko N, Syzochenko M, Fjodorova N, et al. (2019) Evaluating genotoxicity of metal oxide nanoparticles: Application of advanced supervised and unsupervised machine learning techniques. Ecotoxicology and Environmental Safety. 185: 109733 |
| Mikolajczyk A, Sizochenko N, Mulkiewicz E, et al. (2019) A chemoinformatics approach for the characterization of hybrid nanomaterials: safer and efficient design perspective. Nanoscale. 11: 11808-11818 |
| Petrosyan LS, Sizochenko N, Leszczynski J, et al. (2019) Modeling of Glass Transition Temperatures for Polymeric Coating Materials: Application of QSPR Mixture-based Approach. Molecular Informatics |
| Kuz'min VE, Ognichenko LN, Sizochenko N, et al. (2019) Combining Features of Metal Oxide Nanoparticles International Journal of Quantitative Structure-Property Relationships. 4: 28-40 |
| Golbamaki A, Golbamaki N, Sizochenko N, et al. (2018) Genotoxicity induced by metal oxide nanoparticles: a weight of evidence study and effect of particle surface and electronic properties. Nanotoxicology. 1-17 |
| Toropov AA, Sizochenko N, Toropova AP, et al. (2018) Towards the Development of Global Nano-Quantitative Structure-Property Relationship Models: Zeta Potentials of Metal Oxide Nanoparticles. Nanomaterials (Basel, Switzerland). 8 |