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   Articles with "gmdh" as a keyword



Machine learning-aided enhancement of white tea extraction efficiency using hybridized GMDH models in microwave-assisted extraction

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recommendations! Published in 2024 at "Scientific Reports"

DOI: 10.1038/s41598-024-77579-0

Abstract: White tea is valuable for having a high antioxidant content, which is considered to possess numerous beneficial effects on health. This study investigated the application of microwave-assisted extraction (MAE) for the extraction of total phenolic… read more here.

Keywords: efficiency; gmdh models; extraction; gmdh ... See more keywords

Identification of nonlinear system with time delay based on wavelet packet decomposition and Gaussian kernel GMDH network

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recommendations! Published in 2024 at "International Journal of Systems Science"

DOI: 10.1080/00207721.2024.2317354

Abstract: This article addresses the identification problem of the input nonlinear closed-loop system with unknown time delay (INCTD). An identification algorithm of the INCTD system which combines the wavelet packet decomposition (WPD), the variance Gaussian kernel… read more here.

Keywords: system; vgkf; wpd gmdh; gmdh ... See more keywords

Prediction of physical and mechanical properties of thermally modified wood based on color change evaluated by means of “group method of data handling” (GMDH) neural network

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recommendations! Published in 2018 at "Holzforschung"

DOI: 10.1515/hf-2018-0146

Abstract: Abstract The effect of thermal modification (TM) on the color of western hemlock wood and its physical and mechanical properties were investigated. The focus of this study was the prediction of material properties of thermally… read more here.

Keywords: color; physical mechanical; gmdh; mechanical properties ... See more keywords

Prediction of Undrained Shear Strength by the GMDH-Type Neural Network Using SPT-Value and Soil Physical Properties

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recommendations! Published in 2022 at "Materials"

DOI: 10.3390/ma15186385

Abstract: This study presents a novel method for predicting the undrained shear strength (cu) using artificial intelligence technology. The cu value is critical in geotechnical applications and difficult to directly determine without laboratory tests. The group… read more here.

Keywords: gmdh; shear strength; undrained shear; gmdh type ... See more keywords