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log-sigmoid (logsig) transfer function  (MathWorks Inc)


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    MathWorks Inc log-sigmoid (logsig) transfer function
    Log Sigmoid (Logsig) Transfer Function, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/logsig+log-sigmoid+transfer+function/10__1016_slash_j__psep__2021__11__034-161-17-39
    Average 90 stars, based on 1 article reviews
    log-sigmoid (logsig) transfer function - by Bioz Stars, 2026-09
    90/100 stars

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    Article Title: Machine learning modeling and genetic algorithm-based optimization of a novel pilot-scale thermosyphon-assisted falling film distillation unit
    Article Snippet: Engaged in the global trend towards more energy-efficient and sustainable technologies, our research team has developed a falling film distillation apparatus with an innovative heat supply through a two-phase closed thermosyphon.. In order to evaluate the performance of this energy-intensified distillation process, a supervised machine learning (ML) predictive model based on artificial neural networks is implemented for the separation of the ethanol–water binary mixture.. The feed temperature, the evaporator temperature, and the feed flow rate are the three input variables of the model, whereas the ethanol mass fraction in the distillate, the distillate mass flow rate, the recovery factor, and the separation factor are the four performance indicators evaluated.



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