Samara University Repository
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This is an open electronic archive created to preserve and disseminate the scientific results of our university. The works of researchers, faculty members, and students are available to everyone for academic and research purposes.
The repository contains dissertations, research articles, educational and methodological materials, monographs, and regulatory documents. The collections cover a wide range of fields: from aerospace technologies, engine engineering, and computer science to history, linguistics, mathematics, and ecology. The archive brings together the scientific heritage of the university, including materials prepared during the period of Samara State Aerospace University and Samara State University.
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| Title: | Construction of a catalytic reaction mathematical model using a perceptron with one hidden layer |
| Issue Date: | May-2019 |
| Publisher: | Новая техника |
| 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. |
| 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. |
| URI: | http://repo.ssau.ru/jspui/handle/123456789/11520 |
| Appears in Collections: | Информационные технологии и нанотехнологии |
| File | Description | Size | Format | |
|---|---|---|---|---|
| paper108.pdf | Основная статья | 426.79 kB | Adobe PDF | View/Open |
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