• Title/Summary/Keyword: the fusion of science

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Convolutional Neural Network Based Multi-feature Fusion for Non-rigid 3D Model Retrieval

  • Zeng, Hui;Liu, Yanrong;Li, Siqi;Che, JianYong;Wang, Xiuqing
    • Journal of Information Processing Systems
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    • 제14권1호
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    • pp.176-190
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    • 2018
  • This paper presents a novel convolutional neural network based multi-feature fusion learning method for non-rigid 3D model retrieval, which can investigate the useful discriminative information of the heat kernel signature (HKS) descriptor and the wave kernel signature (WKS) descriptor. At first, we compute the 2D shape distributions of the two kinds of descriptors to represent the 3D model and use them as the input to the networks. Then we construct two convolutional neural networks for the HKS distribution and the WKS distribution separately, and use the multi-feature fusion layer to connect them. The fusion layer not only can exploit more discriminative characteristics of the two descriptors, but also can complement the correlated information between the two kinds of descriptors. Furthermore, to further improve the performance of the description ability, the cross-connected layer is built to combine the low-level features with high-level features. Extensive experiments have validated the effectiveness of the designed multi-feature fusion learning method.

Temperature Dependence of the Electro-optic Characteristics in the Liquid Crystal Display Switching Modes

  • Jeon, Eun-Jeong;Srivastava, Anoop Kumar;Kim, Mi-Young;Jeong, Kwang-Un;Choi, Jeong-Min;Lee, Gi-Dong;Lee, Seung-Hee
    • Journal of Information Display
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    • 제10권4호
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    • pp.175-179
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    • 2009
  • As the physical properties of nematic liquid crystals vary with respect to temperature, the performances of liquid crystal displays (LCDs) are highly dependent on temperature. Additionally, it is well known that the electro-optic characteristics of LCDs, such as transmittance and threshold voltage, also rely on the LCD switching modes. The temperature dependence of the electro-optic characteristics of the wide-viewing-angle LCD modes, such as in-plane switching (IPS), multidomain vertical alignment by patterned electrode (PVA), and fringe-field switching (FFS), have been studied, and the results showed that the FFS mode has lower temperature dependence compared to the IPS and PVA modes. Since the liquid crystal (LC) reorients in different ways in each mode, this result is associated with the temperature dependence of LC's bend and twist elastic constants, and also with the position of the main reorientation, either in the middle or on the surface of the LC layer.

Photodissocaition Dynamics of Propiolic Acid at 212 nm: The OH Production Channel

  • Shin, Myeong Suk;Lee, Ji Hye;Hwang, Hyonseok;Kwon, Chan Ho;Kim, Hong Lae
    • Bulletin of the Korean Chemical Society
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    • 제33권11호
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    • pp.3618-3624
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    • 2012
  • Photodissociation dynamics of propiolic acid ($HC{\equiv}C-COOH$) at 212 nm in the gas phase was investigated by measuring rotationally resolved laser-induced fluorescence spectra of OH ($^2{\Pi}$) radicals exclusively produced in the ground electronic state. From the spectra, internal energies of OH and total translational energy of products were determined. The electronic transition at 212 nm responsible for OH dissociation was assigned as the ${\pi}_{C{\equiv}C}{\rightarrow}{\pi}^*{_{C=O}}$ transition by time-dependent density functional theory calculations. Potential energy surfaces of both the ground and electronically excited states were obtained employing quantum chemical calculations. It was suggested that the dissociation of OH from propiolic acid excited at 212 nm should take place along the $S_1/T_1$ potential energy surfaces after internal conversion and/or intersystem crossing from the initially populated $S_2$ state based upon the potential energy calculations and model calculations for energy partitioning of the available energy among products.

Aspergillus oryzae와 Aspergillus shirousamii간의 원형질체의 융합 (Protoplast Fusion Between Aspergillus oryzae and Aspergillus shirousamii)

  • 신동분;류병호;진성현
    • 한국식품과학회지
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    • 제25권4호
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    • pp.366-372
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    • 1993
  • 본 연구는 미림 제조시 미림의 품질을 높이기 위한 방법의 하나로 세포 원형질체의 융합체 의해 ACPase 활성이 높은 균주를 얻으려고 시도하였다. 돌연변이 방법으로 acid carboxypeptidase(ACPase) 활성이 높은 A. oryzae 9-12와 A. shirousamii IFO 6082-60을 선별하여 사용하였다. A. oryzae 9-12와 A. shirousamii IFO 608260의 원형질체의 형성조건은 chitinase (10mg/ml), cellulase(10mg/ml) 및 zymolase(20T(5mg/ml)등의 효소 혼합용액에서 $30^{\circ}C$에서 4시간 반응시켰을 때 가장 높았으며, pH6.0일 때, 안정제로서는 0.6M KCl 및 무기 염류로서는 0.01M $CaCl_2\;2H_2O$가 가장 높았고, 30% PEG 6,000이 가장 좋았다. 이때의 융합빈도는 0.71%였다. 융합주의 ACPase의 활성은 F-50이 20,800unit/g으로 변이주보다 1.4배 높았다.

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CURRENT STATUS OF NUCLEAR FUSION ENERGY RESEARCH IN KOREA

  • Kwon, My-Eun;Bae, Young-Soon;Cho, Seung-Yon;Choe, Won-Ho;Hong, Bong-Geun;Hwang, Yong-Seok;Kim, Jin-Yong;Kim, Kee-Man;Kim, Yaung-Soo;Kwak, Jong-Gu;Lee, Hyeon-Gon;Lee, San-Gil;Na, Yong-Su;Oh, Byung-Hoon;Oh, Yeong-Kook;Park, Ji-Yeon;Yang, Hyung-Lyeol;Yu, In-Keun
    • Nuclear Engineering and Technology
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    • 제41권4호
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    • pp.455-476
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    • 2009
  • The history of nuclear fusion research in Korea is rather short compared to that of advanced countries. However, since the mid-1990s, at which time the construction of KSTAR was about to commence, fusion research in Korea has been actively carried out in a wide range of areas, from basic plasma physics to fusion reactor design. The flourishing of fusion research partly owes to the fact that industrial technologies in Korea including those related to the nuclear field have been fully matured, with their quality being highly ranked in the world. Successive pivotal programs such as KSTAR and ITER have provided diverse opportunities to address new scientific and technological problems in fusion as well as to draw young researchers into related fields. The frame of the Korean nuclear fusion program is now changing from a small laboratory scale to a large national agenda. Coordinated strategies from different views and a holistic approach are necessary in order to achieve optimal efficiency and effectiveness. Upon this background, the present paper reflects upon the road taken to arrive at this point and looks ahead at the coming future in nuclear fusion research activities in Korea.

Viewing angle controllable in-plane switching liquid crystal display using one panel

  • Kim, Jin-Ho;Lim, Young-Jin;Her, Jung-Hwa;Srivastava, Anoop Kumar;Park, Kyoung-Ho;Lee, Joun-Ho;Kim, Byeong-Koo;Lee, Seung-Hee
    • 한국정보디스플레이학회:학술대회논문집
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    • 한국정보디스플레이학회 2009년도 9th International Meeting on Information Display
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    • pp.629-632
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    • 2009
  • We have proposed a novel viewing angle controllable display of in-plane switching (IPS) mode with single panel. One pixel of this device is divided to two regions, in which main pixel shows image and sub pixel for viewing angle control. In initial state, the liquid crystal of sub pixel is homogeneous aligned on substrate for wide viewing angle mode. On the other hand, after applying voltage, the liquid crystal of sub pixel tilts up for narrow viewing angle mode. The proposed device has advantage for the function for simple manufacturing process and good viewing angle control with single panel.

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