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Khodnevych, Yaroslav V.
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Khodnevych, Yaroslav V.
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Do we need a more sophisticated multilayer artificial neural network to compute roughness coefficient?
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Khodnevych, Yaroslav V.
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Stefanyshyn, Dmytro V.
Published 2023
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Data arrangements to train an artificial neural network within solving the tasks for calculating the Chézy roughness coefficient under uncertainty of parameters determining the hyd...
by
Khodnevych, Yaroslav V.
,
Stefanyshyn, Dmytro V.
Published 2022
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Related Subjects
Chézy’s roughness coefficient
artificial neural networks
штучні нейронні мережі
activation functions
comparison
data arrangements
dropout algorithm
dropout алгоритм
hidden layers
hydraulic resistance in river channels
modifications
neurons
parametric uncertainty
гідравлічний опір у руслах річок
коефіцієнт Шезі
коефіцієнт шорсткості Шезі
модифікації
нейрони
параметрична невизначеність
порівняння
приховані шари
підготовка даних
функції активації