• Computers and Concrete
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• 제32권4호
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• pp.373-381
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• 2023

Fly ash, granulated blast furnace slag, marble waste powder, etc. are just some of the by-products of other sectors that the construction industry is looking to include into the many types of concrete they produce. This research seeks to use surrogate machine learning methods to forecast the compressive strength of self-compacting concrete. The surrogate models were developed using Gradient Boosting Machine (GBM), Support Vector Machine (SVM), Random Forest (RF), and Gaussian Process Regression (GPR) techniques. Compressive strength is used as the output variable, with nano silica content, cement content, coarse aggregate content, fine aggregate content, superplasticizer, curing duration, and water-binder ratio as input variables. Of the four models, GBM had the highest accuracy in determining the compressive strength of SCC. The concrete's compressive strength is worst predicted by GPR. Compressive strength of SCC with nano silica is found to be most affected by curing time and least by fine aggregate.

• Bulletin of the Korean Chemical Society
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• 제31권5호
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• pp.1219-1222
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• 2010

A simple and efficient method has been developed for conversion of arenecarbaldehyde-3-methylquinoxalin-2-ylhydrazones to 3-(2-methylquinoxalin-3-yl)-2-(substitutedphenyl)thiazolidin-4-ones in good yields using microwave irradiation technique on silica as solid support under solvent free conditions. The synthesized compounds were characterized by elemental microanalysis, infrared spectroscopy, $^1H$ NMR, and mass spectroscopy. All the synthesized thiazolidinones were investigated for their antimicrobial and antifungal activities. The results of the biological activities revealed that the compounds 3b, 3d, 3f and 3h exhibited excellent antibacterial activities while 3d and 3h exhibited good antifungal activity.

• Bulletin of the Korean Chemical Society
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• 제26권9호
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• pp.1381-1384
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• 2005

Surface modification of tridimensional cubic mesoporous silica, SBA-16, was investigated with pendant arm functionalized cobalt diaminosarcophagine (diAMsar) cage complex which covalently grafted onto the silica surface through the silication with sylanol group. The spectroscopic results showed that the mesoporous structure was preserved under the $[Co(diAMsar)]^{3+}$ grafting reaction condition. Successful grafting prevented the cobalt diAMsar cage from leaching out from the SBA-16 support.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2006년 학술대회 논문집 정보 및 제어부문
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• pp.211-213
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• 2006

In this study, plasma etching process was modeled by using support vector machine (SVM). The data used in modeling were collected from the etching of silica thin films in inductively coupled plasma. For training and testing neural network, 9 and 6 experiments were used respectively. The performance of SVM was evaluated as a function of kernel type and function type. For the kernel type, Epsilon-SVR and Nu-SVR were included. For the function type, linear, polynomial, and radial basis function (RBF) were included. The performance of SVM was optimized first in terms of kernel type, then as a function of function type. Five film characteristics were modeled by using SVM and the optimized models were compared to statistical regression models. The comparison revealed that statistical regression models yielded better predictions than SVM.

• 한국콘크리트학회:학술대회논문집
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• 한국콘크리트학회 2006년도 춘계 학술발표회 논문집(II)
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• pp.41-44
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• 2006

Recently, single shell lining method of construction is studied by economical method of construction to make use of high-performance shotcrete of permanent shotcrete lining concept in the UStA, Europe, Japan etc. High-performance shotcrete use is essential as permanent support that single shell lining method of construction has two functions of lining and support to shotcrete. In this research, optimum accelerator amount was decided after setting time test using alkai-free and cement mineral accelerator. Also replacement ratio of silica fume and fly-ash was determined.

• 한국세라믹학회지
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• 제29권6호
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• pp.496-504
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• 1992

Alumina tubes suitable for the support of gas separation membranes have been prepared by the slipcasting technique. These supports have the average pore size of 0.1 ${\mu}{\textrm}{m}$ within the narrow distribution. The sol-gel dipcoating process of nanoparticulate sols is very sensitive to microstructure of the support, and the coating on the inside surface of the tube is found to be more successful than on the outside surface. Nanoparticulate silica sols (0.82 mol/ι) have been synthesized by an interfacial hydrolysis reaction between TEOS and high alkaline water. When coating an alumina tube with these sols, the minimum limits of the particle size and the aging time required for forming the coated gel layer at the given pH are provided. It is optimum to coat the support with less concentrated sols stabilized through aging for the appropriate time (more than 22 days) at the lower pH (pH 2.0) for producing a reproducible crack free thin film coating in composite membranes.

• 콘크리트학회논문집
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• 제19권6호
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• pp.701-706
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• 2007

본 연구는 장기간 숏크리트의 강도를 유지할 수 있는 영구지보재로서 알칼리 프리계 및 시멘트 광물계 급결제를 사용한 적정 배합비의 고성능 숏크리트의 내구성을 평가하였다. 내구성 실험은 염소이온 투과 시험, 동결융해 반복 시험, 촉진 중성화 시험 및 숏크리트에 염해의 영향 실험을 실시하였다. 실험 결과 실리카퓸을 사용한 모든 배합이 낮은 투과성을 나타내었다. 실험 결과 실리카퓸을 사용한 모든 배합이 모두 낮은 투과성을 나타내었다. 또한 동결융해 300회 반복 후에 상대동탄성계수가 85% 이상을 초과하는 우수한 동결융해 저항성을 보였다. 촉진 중성화 시험 결과 급결제에 따른 영향은 나타나지 않았으며 실리카퓸을 사용한 배합에서 중성화 깊이가 약간 깊게 나타났다. 염해 환경에서는 어떠한 영향도 없었다. 따라서 본 연구에서의 고성능 숏크리트 배합은 우수한 내구 성능을 보여주었다.

• 대한화학회지
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• 제55권1호
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• pp.81-85
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• 2011

이소부탄의 산화탈수소반응(ODH)에 대한 $V_{0.9}Sb_{0.1}O_x$ 촉매계의 5가지 담지체의 촉진효과를 조사하였다. 사용된 5가지 담지체는 감마-알루미나, 알파-알루미나, 실리카-알루미나, 실리카겔, 마그네슘 산화물이다. 촉매는 사용된 담지체에 따라 그 효과가 다르게 나타났다: ${\gamma}-Al_2O_3$ > $\alpha$-$Al_2O_3$ > Si-Al-O> $SiO_2$ $\approx$MgO$\gg$unsupported. V-Sb-O 비율은 별로 촉매 활성과 선택성에 영향을 미치지 않았다. 촉매 성분들이 담지체에 골고루 잘 분포된 이유로 인해 감마-알루미나에 담지된 $V_{0.9}Sb_{0.1}O_x$ 촉매계가 성능이 제일 뛰어났다.

• 공업화학
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• 제17권2호
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• pp.223-228
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• 2006

직접 메탄올 연료전지에서 촉매 담지체로서 세공 크기별 균질한 다공성 탄소는 메조페이스 핏치와 졸-겔법으로 직접 합성한 구형 실리카를 이용하여 제조하였다. Tetrahydrofuran (THF)에 용해된 핏치와 메탄올에 분산된 구상의 실리카를 혼합하고 탄화한 후에 5 M NaOH로 실리카를 식각하여 다공성 탄소를 만들었다. 이 다공성탄소의 비표 면적은 사용된 구형 실리카의 입자 크기가 작을수록 증가하였으며, $14.7{\sim}87.7m^2/g$ 범위를 나타내었다. 평균 기공 직경 또한 사용된 실리카 입자크기에 따라 50~550 nm로 다양하게 나타났다. 다공성 탄소 담지체에 백금과 루테늄을 담지시키기 위해 액상환원법을 사용하였고, 60 wt% 백금-루테늄이 담지된 촉매의 전기 산화 활성 및 전극 성능 특성은 순환 전압 전류법과 단위전지 시험으로 평가하였다. 본 실험 범위 중 50 nm 실리카를 이용하여 제조한 백금-루테늄/다공성탄소의 경우(60 wt% Pt-Ru/porous carbon), 순환 전압 전류법 시험에서 0.4 V에서의 전류 밀도 값이 $123mA/cm^2$가 측정되었고, 단위전지 성능 시험에서는 최대 전력 밀도 값이 $60^{\circ}C$와 $80^{\circ}C$, 산소분위기에서 각각 105, $162mW/cm^2$를 나타내었다.

• Bulletin of the Korean Chemical Society
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• 제10권6호
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• pp.578-581
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• 1989

Two enantiomers of various 2-hydroxy acid esters have been resolved as the 3,5-dinitrophenyl carbamates on chiral stationary phases (CSPs) derived from ${\alpha}-arylalkylamines.$ Two CSPs, each of which contains the same type of chiral moiety, but shows different mode of connection to a silica support, have been found to show the contrasting resolution behaviors. From the contrasting resolution behaviours of two CSPs used in this study, two competing chiral recognition mechanisms are proposed.