Artificial neural network modelling of green synthesis of silver nanoparticles by honey
نویسندگان
چکیده
Nanomaterials draw attention because of their unique physical, chemical and biological properties in areas such as catalysis, electronic, optics, medicine, solar energy conversion water treatment. Green synthesis silver nanoparticles has many superiorities compared to physical methods lowcost, nontoxicity, eco-sensitive. In this paper, experimental conditions related togreen by honey were modelled using artificial neural network (ANN). While agitation time, rate, pH, temperature, concentration, AgNO3 concentration selected input parameters, production was used an output parameter. According the results, optimum hidden neuron number found 40 with LevenbergMarquardt back-propagation algorithm. conditions, percentages training, validationand testing 75, 20 5, respectively. After creating separated data set applied then ANN predicted compared. conclusion, can be alternative modelling robust approach that could help researchers field estimate nanoparticles.
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ژورنال
عنوان ژورنال: Neural Network World
سال: 2022
ISSN: ['1210-0552', '2336-4335']
DOI: https://doi.org/10.14311/nnw.2022.32.001