Effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research
Our research shows the possibility of using the neural-network processing of experimental data to study the influence of various factors on the process of synthesis of nanoscale Iron (II, III) oxide. A mathematical model was obtained which adequately describes the effect of temperature, stabilizer m...
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TVER STATE UNIV
2020
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ir-20.500.12258-114782020-10-27T12:42:32Z Effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research Blinov, A. V. Блинов, А. В. Gvozdenko, A. A. Гвозденко, А. А. Yasnaya, M. A. Ясная, М. А. Golik, A. B. Голик, А. Б. Blinova, A. A. Блинова, А. А. Shevchenko, I. M. Шевченко, И. М. Kramarenko, V. N. Крамаренко, В. Н. Double iron oxide nanoparticles Neural network modeling Multilayer perception; Response surface Dynamic light scattering method Our research shows the possibility of using the neural-network processing of experimental data to study the influence of various factors on the process of synthesis of nanoscale Iron (II, III) oxide. A mathematical model was obtained which adequately describes the effect of temperature, stabilizer mass and precipitant quantity on the size of nanoparticles of Iron (II, III) oxide. The optimal synthesis conditions were determined, which provide a high content of Fe3O4 particles with an average hydrodynamic radius less than 100 nm 2020-02-21T08:19:56Z 2020-02-21T08:19:56Z 2019 Статья Blinov, AV; Gvozdenko, AA; Yasnaya, MA; Golik, AB; Blinova, AA; Shevchenko, IM; Kramarenko, VN. Effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research // PHYSICAL AND CHEMICAL ASPECTS OF THE STUDY OF CLUSTERS NANOSTRUCTURES AND NANOMATERIALS. - 2019. - Выпуск: 11. - Стр.: 298-306 http://apps.webofknowledge.com/full_record.do?product=WOS&search_mode=GeneralSearch&qid=7&SID=E1foOAlVMmMF3jxHUZa&page=1&doc=1 http://hdl.handle.net/20.500.12258/11478 ru PHYSICAL AND CHEMICAL ASPECTS OF THE STUDY OF CLUSTERS NANOSTRUCTURES AND NANOMATERIALS application/pdf TVER STATE UNIV |
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Double iron oxide nanoparticles Neural network modeling Multilayer perception; Response surface Dynamic light scattering method |
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Double iron oxide nanoparticles Neural network modeling Multilayer perception; Response surface Dynamic light scattering method Blinov, A. V. Блинов, А. В. Gvozdenko, A. A. Гвозденко, А. А. Yasnaya, M. A. Ясная, М. А. Golik, A. B. Голик, А. Б. Blinova, A. A. Блинова, А. А. Shevchenko, I. M. Шевченко, И. М. Kramarenko, V. N. Крамаренко, В. Н. Effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research |
description |
Our research shows the possibility of using the neural-network processing of experimental data to study the influence of various factors on the process of synthesis of nanoscale Iron (II, III) oxide. A mathematical model was obtained which adequately describes the effect of temperature, stabilizer mass and precipitant quantity on the size of nanoparticles of Iron (II, III) oxide. The optimal synthesis conditions were determined, which provide a high content of Fe3O4 particles with an average hydrodynamic radius less than 100 nm |
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Статья |
author |
Blinov, A. V. Блинов, А. В. Gvozdenko, A. A. Гвозденко, А. А. Yasnaya, M. A. Ясная, М. А. Golik, A. B. Голик, А. Б. Blinova, A. A. Блинова, А. А. Shevchenko, I. M. Шевченко, И. М. Kramarenko, V. N. Крамаренко, В. Н. |
author_facet |
Blinov, A. V. Блинов, А. В. Gvozdenko, A. A. Гвозденко, А. А. Yasnaya, M. A. Ясная, М. А. Golik, A. B. Голик, А. Б. Blinova, A. A. Блинова, А. А. Shevchenko, I. M. Шевченко, И. М. Kramarenko, V. N. Крамаренко, В. Н. |
author_sort |
Blinov, A. V. |
title |
Effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research |
title_short |
Effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research |
title_full |
Effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research |
title_fullStr |
Effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research |
title_full_unstemmed |
Effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research |
title_sort |
effect of synthesis parameters on dimensional characteristics of fe3o4 nanoparticles: neural-network research |
publisher |
TVER STATE UNIV |
publishDate |
2020 |
url |
http://apps.webofknowledge.com/full_record.do?product=WOS&search_mode=GeneralSearch&qid=7&SID=E1foOAlVMmMF3jxHUZa&page=1&doc=1 https://dspace.ncfu.ru/handle/20.500.12258/11478 |
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