Construction of a catalytic reaction mathematical model using a perceptron with one hidden layer

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DC Field	Value	Language
dc.date	2019-05
dc.date.accessioned	2025-08-22T12:17:49Z	-
dc.date.available	2025-08-22T12:17:49Z	-
dc.date.issued	2019-05
dc.identifier.identifier	Dspace\SGAU\20190505\76340
dc.identifier.citation	Almakaev R.R. Construction of a catalytic reaction mathematical model using a perceptron with one hidden layer / Almakaev R.R., Koledin S.N. // Сборник трудов ИТНТ-2019 [Текст]: V междунар. конф. и молодеж. шк. "Информ. технологии и нанотехнологии": 21-24 мая: в 4 т. / Самар. нац.-исслед. ун-т им. С. П. Королева (Самар. ун-т), Ин-т систем. обраб. изобр. РАН-фил. ФНИЦ "Кристаллография и фотоника" РАН; [под ред. В.А. Соболева]. – Самара: Новая техника, 2019. – Т. 3: Математическое моделирование физико-технических процессов и систем. - 2019. - С. 700-703.
dc.identifier.uri	http://repo.ssau.ru/jspui/handle/123456789/11520	-
dc.description.abstract	Mathematical models were developed for homogeneous catalytic reaction between alcohols with dimethyl carbonate by least squares method, using a perceptron with one hidden layer and on the basis of the law of mass action. The relative error in deviation of the calculated values from the experimental data is minimal when using the perceptron model with one hidden layer.
dc.description.sponsorship	The reported study was funded by RFBR according to the research projects 18-37-00015 (paragraph 3), № 18-07-00341.
dc.language	en
dc.publisher	Новая техника
dc.title	Construction of a catalytic reaction mathematical model using a perceptron with one hidden layer
dc.type	Article
local.identifier.olduri	http://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/Construction-of-a-catalytic-reaction-mathematical-model-using-a-perceptron-with-one-hidden-layer-76340
local.identifier.olduri	http://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/Construction-of-a-catalytic-reaction-mathematical-model-using-a-perceptron-with-one-hidden-layer-76340
Appears in Collections:	Информационные технологии и нанотехнологии

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