• 천문학회보
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• 제44권2호
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• pp.78.3-78.3
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• 2019

We develop a novel technique that can constrain the evolutionary track of the epoch of reionization (EoR) by applying the convolutional neural network (CNN) to the 21-cm differential brightness temperature. We use 21cmFAST, a fast semi-numerical cosmological 21-cm signal simulator, to produce mock 21-cm map between z=6-13. We design a CNN architecture that predicts the volume-averaged neutral hydrogen fraction from the given 21-cm map. The estimated neutral fraction has a good agreement with its truth value even after smoothing the 21-cm map with somewhat realistic choices of beam size and the frequency bandwidth of the Square Kilometre Array (SKA). Our technique could be further utilized to denoise the 21-cm map or constrain the properties of the radiation sources.

• 한국주조공학회지
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• 제8권4호
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• pp.429-436
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• 1988

The influences of some casting conditions on bonding ratio and state at bonding zone of stainless steel-cast iron dual tube produced by centrifugal casting process were investigated to estimate fabrication technics. 1) Bonding ratio is increasing such as increasing of inner surface temperature of outer metal(stainless steel STS 304), if pouring temperature of inner metal (cast iron) is constant. 2) The more pouring temperature of inner metal (cast iron) increase, the more bonding ratio increase when inner surface temperature of outer metal (cast iron) is constant. 3) As the mold rotary speed is increase, the hatching area of bonding map (perfect bonding area) goes down to the low pouring temperature of inner metal. 4) In order to predict bonding state of two different metal, we are able to make and use the bonding map about casting conditions such as inner surface temperature of outer metal, pouring temperature of inner metal and mold rotary speed.

• 소성∙가공
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• 제22권5호
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• pp.258-263
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• 2013

The deformation behavior of NIMONIC 80A was studied in the high temperature range of $900{\sim}1200^{\circ}C$ and for strain rates varying between 0.02 and $20s^{-1}$ via the hot compression test. Processing maps for hot working were constructed on the basis of the power dissipation efficiency using a dynamic material model. The results showed that the strength during hot compression increased with increasing strain rate and decreasing temperature. At low strains, the processing map of NIMONIC 80A did not reveal any instability domain regardless of the strain rate and temperature. However, at high strains, the processing map exhibited an instability domain at a low strain rate of $0.2s^{-1}$ and within a temperature range of $900{\sim}960^{\circ}C$. In the instability domain, the deformed microstructure exhibited shear bands and carbide precipitation while, in the safe domain, full recrystallization occurred.

• 한국소성가공학회:학술대회논문집
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• 한국소성가공학회 2005년도 추계학술대회 논문집
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• pp.231-234
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• 2005

The high temperature deformation behavior of AZ 31 Mg alloy was investigated by designing a back propagation neural network that uses a gradient descent-learning algorithm. A neural network modeling is an intelligent technique that can solve non-linear and complex problems by learning from the samples. Therefore, some experimental data have been firstly obtained from continuous compression tests performed on a thermo-mechanical simulator over a range of temperatures $(250-500^{\circ}C)$ with strain rates of $0.0001-100s^{-1}$ and true strains of 0.1 to 0.6. The inputs for neural network model are strain, strain rate, and temperature and the output is flow stress. It was found that the trained model could well predict the flow stress for some experimental data that have not been used in the training. Workability of a material can be evaluated by means of power dissipation map with respect to strain, strain rate and temperature. Power dissipation map was constructed using the flow stress predicted from the neural network model at finer Intervals of strain, strain rates and subsequently processing maps were developed for hot working processes for AZ 31 Mg alloy. The safe domains of hot working of AZ 31 Mg alloy were identified and validated through microstructural investigations.

• 대한금속재료학회지
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• 제46권7호
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• pp.449-457
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• 2008

Compression deformation behaviors at high temperature as a function of temperature and strain rate were investigated in the 6061 aluminum alloy, which is used for automobile wheel. Compression tests were carried out in the range of temperatures $300{\sim}475^{\circ}C$ and strain rate $10^{-3}{\sim}10^{-1}sec^{-1}$. By analyzing these results, strain rate sensitivity, deformation temperature sensitivity, the efficiency of power dissipation, Ziegler's instability criterion, etc were calculated, which were plastic deformation instability parameters as suggested by Ziegler, Malas, etc. Furthermore, deformation processing map was drawn by introducing dynamic materials model (DMM) and Ziegler's Continuum Criteria. This processing map was evaluated by relating the deformation instability conditions and the real microstructures. As a result, the optimum forging condition for the automobile wheel with the 6061 aluminum alloy was designed at temperature $450^{\circ}C$, strain rate $1.0{\times}10^{-1}sec^{-1}$. It was also confirmed by DEFORM finite element analysis tool with simulation process.

• 한국식품저장유통학회지
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• 제24권6호
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• pp.727-733
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• 2017

상온($25^{\circ}C$)과 저온($-1^{\circ}C$)에서 modified atmosphere packaging(MAP)를 이용한 '상감둥시' 감의 탈삽처리를 통하여 각 온도에서 PE 필름의 적정 두께를 구명하고자 하였다. 60(상온에서만 사용), 80, 100, 115, $130{\mu}m$ 두께의 PE 필름을 이용하여 낱개 진공포장 후 각각 상온과 저온에서 탈삽하였다. 상온에서 탈삽은 필름 두께가 두꺼울수록 속도가 빠른 경향이었으나 모든 처리구에서 두께에 관계없이 5일 만에 식용이 가능한 상태로 탈삽되었다. 경도는 모든 처리구에서 비교적 높게 유지되었다. 과육갈변(top flesh browning)과 부패는 20일에 발생되었으며 과피흑변(peel blackening)과 과정부연화(style-end softening)는 적정 두께에서 거의 문제 되지 않았다. 상온 MAP 탈삽의 적정 PE 필름 두께는 $80-100{\mu}m$로, 이 두께에서 5일만에 탈삽되어 10일까지 상품성을 유지한 유통이 가능한 것으로 판단되었다. 저온에서의 탈삽도 필름 두께가 두꺼울수록 속도가 빨랐으며 50일경에 두께에 관계없이 완전히 탈삽되었다. 경도는 필름 두께에 따른 큰 차이는 없었으나 두꺼울수록 높은 경향을 보였다. 과육갈변과 부패는 필름 두께와 관계없이 모든 처리구에서 90일까지 발생되지 않았다. 과피흑변과 과정부연화는 90일에 발생되었으며 115와 $130{\mu}m$ 두께에서 이취가 발생되었다. 저온 MAP 탈삽의 적정 PE 필름 두께는 $80-100{\mu}m$로, 이 두께에서 50일만에 탈삽되어 80일까지 상품성을 유지한 유통이 가능한 것으로 판단되었다

• 소성∙가공
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• 제15권4호
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• pp.333-339
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• 2006

Hot deformation behavior of a carbon steel (A350 LF2) was characterized by compression tests in the temperature range of $800-1250^{\circ}C$ and the strain rate range of $0.001-10s^{-1}$, The microstructural evolution during hot compression was investigated and deformation mechanisms were analyzed by constructing a deformation processing map. Processing maps were generated using the combination of dynamic material model (DMM) and flow instability theories based on the flow stability criteria and Ziegler's instability criterion. In order to evaluate the reliability of the map, the mirostructural characteristics of the hot compressed specimens were correlated with test conditions in the stable and unstable regime. The combined microstructural and processing map of A350 LF2 was applied to predict an optimum condition and unstable regions for hot forming.

• 한국신재생에너지학회:학술대회논문집
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• 한국신재생에너지학회 2011년도 추계학술대회 초록집
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• pp.56.1-56.1
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• 2011

The solar and meteorological resources map is calculated using by one-layer solar radiation model (GWNU model), satellites data and numerical model output on the Korean peninsula. The Meteorological input data to perform the GWNU model are retrieved aerosol optical thickness from MODIS (TERA/AQUA), total ozone amount from OMI (AURA), cloud fraction from geostationary satellites (MTSAT-1R) and temperature, pressure and total precipitable water from output of RDAPS (Regional Data Assimilation and Prediction System) and KLAPS (Korea Local Analysis and Prediction System) model operated by KMA (Korea Meteorological Administration). The model is carried out every hour using by the meteorological data (total ozone amount, aerosol optical thickness, temperature, pressure and cloud amount) and the basic data (surface albedo and DEM). And the result is analyzed the distribution in time and space and validated with 22 meteorological solar observations. The solar resources map is used to the solar energy-related industries and assessment of the potential resources for solar plant. The National Institute of Meteorological Research in KMA released $4km{\times}4km$ solar map in 2008 and updated solar map with $1km{\times}1km$ resolution and topological effect in 2010. The meteorological resources map homepage (http://www.greenmap.go.kr) is provided the various information and result for the meteorological-solar resources map.

• 한국미생물·생명공학회지
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• 제51권1호
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• pp.26-31
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• 2023

A map gene encoding methionyl-specific aminopeptidase (MAP; EC 3.4.11.18) was cloned from Tetragenococcus halophilus CY54. Translated amino acid sequence of CY54 MAP showed high similarities with those from Enterococcus faecalis (83.8%) and Streptococcus salivarius (62.2%) but low similarities with MAPs from Lactobacillus and Lactococcus genera. The map gene was overexpressed in E. coli BL21(DE3) using pET26b(+),pET26b(+), and the recombinant MAP was purified by using an Ni-NTA column. The size of recombinant MAP was 29 kDa as determined by SDS-PAGE. The optimum pH and temperature of CY54 MAP were pH 5.0 and 60℃, respectively. The activity of CY54 MAP was most significantly increased by Co²⁺ ion (159%), and showed the highest activity at 12% NaCl. K_m and V_max were 0.64 ± 0.006 mM and 10.12 ± 0.014 U/mg protein, respectively when met-pNA was used as the substrate. This is the first report on a MAP from Tetragenococcus species.

• 한국소성가공학회:학술대회논문집
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• 한국소성가공학회 2007년도 춘계학술대회 논문집
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• pp.123-126
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• 2007

Deformation behavior of $Zr_{55}Cu_{30}Al_{10}Ni_5$ (at. %) bulk metallic glass (BMG) fabricated by suction casting method has been investigated at elevated temperatures in this study. The BMG was first verified to have an amorphous structure thru X-ray diffraction (XRD) and differential scanning calorimetry (DSC). A series of compression tests has consequently been performed in supercooled liquid temperature region to investigate the high temperature deformation behavior. A transition from Newtonian to non-Newtonian flow appeared to take place depending upon both the strain rate and test temperature. A processing map based on a dynamic materials model has been constructed to estimate a feasible forming condition for this BMG alloy.