• Title/Summary/Keyword: small Go

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The Best Sequence of Moves and the Size of Komi on a Very Small Go Board, using Monte-Carlo Tree Search (몬테카를로 트리탐색을 활용한 초소형 바둑에서의 최상의 수순과 덤의 크기)

  • Lee, Byung-Doo
    • Journal of Korea Game Society
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    • v.18 no.5
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    • pp.77-82
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    • 2018
  • Go is the most complex board game in which the computer can not search all possible moves using an exhaustive search to find the best one. Prior to AlphaGo, all powerful computer Go programs have used the Monte-Carlo Tree Search (MCTS) to overcome the difficulty in positional evaluation and the very large branching factor in a game tree. In this paper, we tried to find the best sequence of moves using an MCTS on a very small Go board. We found that a $2{\times}2$ Go game would be ended in a tie and the size of Komi should be 0 point; Meanwhile, in a $3{\times}3$ Go Black can always win the game and the size of Komi should be 9 points.

Binder-free Sn/Graphene Nanocomposites Prepared by Electrophoretic Deposition for Anode Materials in Lithium Ion Batteries

  • Bae, Eun Gyoung;Hwang, Yun-Hwa;Pyo, Myoungho
    • Bulletin of the Korean Chemical Society
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    • v.34 no.4
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    • pp.1199-1204
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    • 2013
  • Nanocomposites consisting of Sn nanoparticles and graphene oxide (GO) were electrophoretically deposited onto Cu current collectors that was used for anodes in Li ion batteries (LIBs). In order to optimize the electrochemical performance of nanocomposites as an anode material by controlling the oxygen functionality, the GO was subjected to $O_3$ treatment prior to electrophoretic deposition (EPD). During thermal reduction of the GO in the nanocomposites, the Sn nanoparticles were reduced in size, along with the formation of SnO and/or $SnO_2$ at a small fraction, relying on the oxygen functionalities of the GO. The variation in the duration of time for the $O_3$ irradiation resulted in a small change in total oxygen content, but in a significantly different fraction of each functional group in the GO, which influenced the Sn nanoparticle size and the amount of SnO (and/or $SnO_2$). As a result, the EPD films prepared with the GO that possessed the least amount of carboxylic groups (made by treating GO in an $O_3$ environment for 3 h) showed the best performance, when compared with the nanocomposites composed of untreated GO or GO that was $O_3$-treated for a duration of less than 3 h.

The most promising first moves on small Go boards, based on pure Monte-Carlo Tree Search (순수 몬테카를로 트리탐색을 기반으로 한 소형 바둑판에서의 가장 유망한 첫 수들)

  • Lee, Byung-Doo
    • Journal of Korea Game Society
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    • v.18 no.6
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    • pp.59-68
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    • 2018
  • In spite of its simple rule, Go is one of the most complex strategic board games in the field of Artificial Intelligence (AI). Monte-Carlo Tree Search (MCTS) is an algorithm with best-first tree search, and has used to implement computer Go. We try to find the most promising first move using MCTS for playing a Go game on a board of size smaller than $9{\times}9$ Go board. The experimental result reveals that MCTS prefers to place the first move at the center in case of odd-sized Go boards, and at the central in case of even-sized Go boards.

Improving Joint Reliability of Lead-free Solder on Flexible Substrate under Cyclic Bending by Adding Graphene Oxide Powder (그래핀 산화 분말을 첨가한 플렉시블 기판 솔더 접합부의 반복 굽힘 신뢰성 향상)

  • Ko, Yong-Ho;Yu, Dong-Yurl;Son, Junhyuk;Bang, Junghwan;Kim, Taek-Soo
    • Journal of the Microelectronics and Packaging Society
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    • v.26 no.3
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    • pp.43-49
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    • 2019
  • In this study, a new approach using graphene oxide (GO) powder-composited Sn-3.0Ag-0.5Cu(in wt.%) solder paste for improving the bending reliability of solder joints between a flexible substrate and small outline package (SOP) was suggested. The GO addition slightly affected the melting temperature, however, the change in the melting temperature was not significant. Meanwhile, we observed the addition of GO could suppress IMC growth and IMC thickness of solder joint during the reflow process. Moreover, the cyclic bending test was also performed for evaluation of reliability in solder joint and we could improve the cyclic bending reliability of solder joint by adding GO powders. For 0.2 wt.% of GO added to the solder joint, the bending lifetime was increased to 20% greater than that without GO. Pull strength and ductility of the solder joint with GO were also higher than those of the joint without GO and it was assumed that this effect by adding GO could contribute to improve cyclic bending reliability of solder joint.

Modulation of Rit Activation by the Alpha Subunit of Go

  • Yang, Chul-Min;Ghil, Sung-Ho
    • Biomedical Science Letters
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    • v.15 no.4
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    • pp.327-333
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    • 2009
  • Heterotrimeric GTP binding proteins, G-proteins, mediate signal transduction generated by neurotransmitters and hormones. Among G-proteins, Go proteins are the most abundant in brain and classified as a member of Gi family. Ras-like protein in all tissues (Rit), one of the small GTPases, is a member of a Ras superfamily and identified as an important regulator of neuronal differentiation and cell transformation. Recently, we have reported that Rit functioned as a candidate downstream effector for alpha subunit of Go proteins ($Go{\alpha}$) and regulated neurite outgrowth triggered by $Go{\alpha}$ activation. In this study, we showed that the GTPase domain of $Go{\alpha}$ contributed to the direct interaction with Rit. We also demonstrated that $Go{\alpha}$ could lead to an increase of Rit activity suggesting that Rit play a role as a downstream effector of $Go{\alpha}$.

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Changing the sp2 Carbon Clusters in Graphene Oxide During Exfoliation

  • Ahn, Sung Il
    • Transactions on Electrical and Electronic Materials
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    • v.16 no.1
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    • pp.49-52
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    • 2015
  • The change of the chemical structure of graphene oxide (GO) was investigated by periodical sampling of GO during exfoliation by using a sonicator. A significant amount of GO was exfoliated during up to 10 hr of sonication. Raman and Fourier transform infrared spectroscopy revealed a continuous increase of the G/D or C=C/C=O peak ratio of GO, as the sonication time increases. The photoluminescence (PL) intensity of each GO sample also decreased as a function of the sonication time. PL excitation spectra with three major peaks indicate that the sizes of $sp^2$ carbon clusters were enlarged by longer sonication. In addition, new excitation at around 300 nm proves the existence of newly developed small clusters of $sp^2$ carbons as the sonication time increased.

Size sorting of chemically modified graphene nanoplatelets

  • Han, Joong Tark;Jang, Jeong In;Kim, Sung Hun;Jeong, Seung Yol;Jeong, Hee Jin;Lee, Geon-Woong
    • Carbon letters
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    • v.14 no.2
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    • pp.89-93
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    • 2013
  • Size-sorted graphene nanoplatelets are highly desired for fundamental research and technological applications of graphene. Here we show a facile approach for fabricating size-sorted graphene oxide (GO) nanoplatelets by a simple centrifugal method using different dispersion solvents. We found that the small-sized GO nanoplatelets were more effectively separated when dispersed in water or dimethylformamide (DMF) than in an alkali aqueous solution. After several iterations of the centrifugation, the sizes of GO in the supernatant solution were mostly several micrometers. We found that the GO area was not strongly correlated with the C-O content of the GO dispersed in water. However, the size-sorted GO nanoplatelets in DMF showed different C-O content, since DMF can reduce GO nanoplatelets during exfoliation and centrifugation processes.

Flexible and Transparent Reduced Graphene Oxide Nanocomposite Field-Effect Transistor for Temperature Sensing

  • Tran, QuangTrung;Ramasundaram, Subramanian;Hong, Seok Won;Lee, Nae-Eung
    • Proceedings of the Korean Vacuum Society Conference
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    • 2014.02a
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    • pp.387.1-387.1
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    • 2014
  • A new class of temperature-sensing materials is demonstrated along with their integration into transparent and flexible field-effect transistor (FET) temperature sensors with high thermal responsivity, stability, and reproducibility. The novelty of this particular type of temperature sensor is the incorporation of an R-GO/P(VDF-TrFE) nanocomposite channel as a sensing layer that is highly responsive to temperature, and is optically transparent and mechanically flexible. Furthermore, the nanocomposite sensing layer is easily coated onto flexible substrates for the fabrication of transparent and flexible FETs using a simple spin-coating method. The transparent and flexible nanocomposite FETs are capable of detecting an extremely small temperature change as small as $0.1^{\circ}C$ and are highly responsive to human body temperature. Temperature responsivity and optical transmittance of transparent nanocomposite FETs were adjustable and tuneable by changing the thickness and R-GO concentration of the nanocomposite.

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Transcriptome Analysis of the Small Brown Planthopper, Laodelphax striatellus Carrying Rice stripe virus

  • Lee, Joo Hyun;Choi, Jae Young;Tao, Xue Ying;Kim, Jae Su;Kim, Woojin;Je, Yeon Ho
    • The Plant Pathology Journal
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    • v.29 no.3
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    • pp.330-337
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    • 2013
  • Rice stripe virus (RSV), the type member of the genus Tenuivirus, transmits by the feeding behavior of small brown planthopper (SBPH), Laodelphax striatellus. To investigate the interactions between the virus and vector insect, total RNA was extracted from RSV-viruliferous SBPH (RVLS) and non-viruliferous SBPH (NVLS) adults to construct expressed sequence tag databases for comparative transcriptome analysis. Over 30 million bases were sequenced by 454 pyrosequencing to construct 1,538 and 953 of isotigs from the mRNA of RVLS and NVLS, respectively. The gene ontology (GO) analysis demonstrated that both libraries have similar GO structures, however, the gene expression pattern analysis revealed that 17.8% and 16.8% of isotigs were up- and down-regulated significantly in the RVLS, respectively. These RSV-dependently regulated genes possibly have important roles in the physiology of SBPH, transmission of RSV, and RSV and SBPH interaction.