Support vector regression to estimate the permeability enhancement of potential transdermal enhancers

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Support vector regression to estimate the permeability enhancement of potential transdermal enhancers.

OBJECTIVES Searching for chemicals that will safely enhance transdermal drug delivery is a significant challenge. This study applies support vector regression (SVR) for the first time to estimating the optimal formulation design of transdermal hydrocortisone formulations. METHODS The aim of this study was to apply SVR methods with two different kernels in order to estimate the enhancement rat...

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Reservoir permeability is a critical parameter for characterization of the hydrocarbon reservoirs. In fact, determination of permeability is a crucial task in reserve estimation, production and development. Traditional methods for permeability prediction are well log and core data analysis which are very expensive and time-consuming. Well log data is an alternative approach for prediction of pe...

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support vector regression for prediction of gas reservoirs permeability

reservoir permeability is a critical parameter for characterization of the hydrocarbon reservoirs. in fact, determination of permeability is a crucial task in reserve estimation, production and development. traditional methods for permeability prediction are well log and core data analysis which are very expensive and time-consuming. well log data is an alternative approach for prediction of pe...

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ژورنال

عنوان ژورنال: Journal of Pharmacy and Pharmacology

سال: 2016

ISSN: 2042-7158,0022-3573

DOI: 10.1111/jphp.12508