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    The effects of stabilizers on the thermal and the mechanical properties of rammed earth at various humidities and their environmental impacts

    , Article Construction and Building Materials ; Volume 200 , 2019 , Pages 616-629 ; 09500618 (ISSN) Toufigh, V ; Kianfar, E ; Sharif University of Technology
    Elsevier Ltd  2019
    Abstract
    The overall behavior of rammed earth (RE) as a low embodied energy construction method can be enhanced by using stabilizers. Several studies have been performed on cement and lime stabilized RE. However, studies on other additives, especially the sustainable ones, are limited. In this research, the effect of stabilizers including cement, pozzolan, microsilica, fiberglass, guar gum and phase change material (PCM) was evaluated on the performance of RE mixtures. The mixtures were assessed by considering the durability, shrinkage, thermal conductivity, mechanical properties and their sensitivity to the humidity. Then, the correlations were determined between the mechanical properties and the... 

    Properties of concrete containing Guar gum

    , Article European Journal of Environmental and Civil Engineering ; 2020 Radvand, T ; Toufigh, V ; Sharif University of Technology
    Taylor and Francis Ltd  2020
    Abstract
    This study explores the effect of Guar gum as an eco-friendly additive on concrete mechanical characteristics. In the first stage, the slump and relative humidity tests were carried out for the fresh mortar, and tensile and compressive strengths were then determined for fifteen different mixture designs with two different curing times. Further, an exponential correlation was obtained between the ultrasonic pulse velocity and the compression test results. Additionally, scanning electron microscope (SEM) was employed to assess the bond between aggregates and Guar gum. At last, the Taguchi method and ANOVA were utilized to conduct the optimum states of the mechanical characteristics of the... 

    Performance evaluation of slag-based concrete at elevated temperatures by a novel machine learning approach

    , Article Construction and Building Materials ; Volume 358 , 2022 ; 09500618 (ISSN) Toufigh, V ; Palizi, S ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Ground granulated blast furnace slag is a sustainable material and supplementary for cement in the concrete industry. Different behavioral aspects must be assessed to achieve reliable sustainable materials, including post-fire mechanical properties. One robust tool is the machine learning approach to train prediction models. This study proposes a novel machine learning algorithm, hybrid support vector regression and dolphin echolocation algorithm (SVR-DE), to predict the post-fire compressive strength ratio of slag-based concrete. In this regard, SVR hyper-parameters were tuned by the DE optimization algorithm. Four kernel functions were implemented in SVR formulation: linear, sigmoid,... 

    Properties of concrete containing Guar gum

    , Article European Journal of Environmental and Civil Engineering ; Volume 26, Issue 7 , 2022 , Pages 2736-2752 ; 19648189 (ISSN) Radvand, T ; Toufigh, V ; Sharif University of Technology
    Taylor and Francis Ltd  2022
    Abstract
    This study explores the effect of Guar gum as an eco-friendly additive on concrete mechanical characteristics. In the first stage, the slump and relative humidity tests were carried out for the fresh mortar, and tensile and compressive strengths were then determined for fifteen different mixture designs with two different curing times. Further, an exponential correlation was obtained between the ultrasonic pulse velocity and the compression test results. Additionally, scanning electron microscope (SEM) was employed to assess the bond between aggregates and Guar gum. At last, the Taguchi method and ANOVA were utilized to conduct the optimum states of the mechanical characteristics of the...