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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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Главные авторы: 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.
格式: Статья
语言:Russian
出版: TVER STATE UNIV 2020
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https://dspace.ncfu.ru/handle/20.500.12258/11478
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spelling 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
institution СКФУ
collection Репозиторий
language Russian
topic Double iron oxide nanoparticles
Neural network modeling
Multilayer perception;
Response surface
Dynamic light scattering method
spellingShingle 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
format 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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