CIVILICA We Respect the Science
(ناشر تخصصی کنفرانسهای کشور / شماره مجوز انتشارات از وزارت فرهنگ و ارشاد اسلامی: ۸۹۷۱)

Application of artificial neural network as an artificial intelligence method in chemistry

عنوان مقاله: Application of artificial neural network as an artificial intelligence method in chemistry
شناسه ملی مقاله: EMCE04_259
منتشر شده در چهارمین کنفرانس ملی تحقیقات کاربردی در مهندسی برق،مکانیک،کامپیوتر و فناوری اطلاعات در سال 1397
مشخصات نویسندگان مقاله:

Negin Safakhoo - Department of Chemistry, North Tehran Branch, Islamic Azad University, Tehran, Iran
Mahmoud Reza Sohrabi - Department of Chemistry, North Tehran Branch, Islamic Azad University, Tehran, Iran
Shirin Mofavvaz - Department of Chemistry, Shahreza Branch, Islamic Azad University, Shahreza, Isfahan, Iran

خلاصه مقاله:
In this research, artificial neural network (ANN) as an intelligent method combined with spectrophotometry technique, were used for determination of Sofosbuvir (SOF) and Ledipasvir (LED) in synthetic mixtures and Harvoni tablet simultaneously. Feed-forward back-propagation network with different training algorithms was applied in artificial neural network method. Finally, this method was compared to the high- performance liquid chromatography (HPLC) as a reference method. Furthermore, the obtained results of the one-way analysis of variance (ANOVA) test at the 95 % confidence level showed that there was no significant difference between the proposed and reference method.

کلمات کلیدی:
Artificial neural network, Sofosbuvir, Ledipasvir, Harvoni

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/870654/