• 제목/요약/키워드: Two-Dimensional Attention

검색결과 196건 처리시간 0.029초

Application of Graphene in Photonic Integrated Circuits

  • 김진태;최성율;최춘기
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2012년도 제42회 동계 정기 학술대회 초록집
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    • pp.196-196
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    • 2012
  • Graphene, two-dimensional one-atom-thick planar sheet of carbon atoms densely packed in a honeycomb crystal lattice, has grabbled appreciable attention due to its extraordinary mechanical, thermal, electrical, and optical properties. Based on the graphene's high carrier mobility, high frequency graphene field effect transistors have been developed. Graphene is useful for photonic components as well as for the applications in electronic devices. Graphene's unique optical properties allowed us to develop ultra wide-bandwidth optical modulator, photo-detector, and broadband polarizer. Graphene can support SPP-like surface wave because it is considered as a two-dimensional metal-like systems. The SPPs are associated with the coupling between collective oscillation of free electrons in the metal and electromagnetic waves. The charged free carriers in the graphene contribute to support the surface waves at the graphene-dielectric interface by coupling to the electromagnetic wave. In addition, graphene can control the surface waves because its charge carrier density is tunable by means of a chemical doping method, varying the Fermi level by applying gate bias voltage, and/or applying magnetic field. As an extended application of graphene in photonics, we investigated the characteristics of the graphene-based plasmonic waveguide for optical signal transmission. The graphene strips embedded in a dielectric are served as a high-frequency optical signal guiding medium. The TM polarization wave is transmitted 6 mm-long graphene waveguide with the averaged extinction ratio of 19 dB at the telecom wavelength of $1.31{\mu}m$. 2.5 Gbps data transmission was successfully accomplished with the graphene waveguide. Based on these experimental results, we concluded that the graphene-based plasmonic waveguide can be exploited further for development of next-generation integrated photonic circuits on a chip.

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오픈마켓에서 신뢰가치성이 구매의도에 미치는 영향: 신뢰와 불신을 중심으로 (The Effect of Trustworthiness on Purchase Intention in Open Markets: Focusing on Trust and Distrust)

  • 최슬비;안현철;곽기영
    • 한국정보시스템학회지:정보시스템연구
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    • 제26권1호
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    • pp.171-188
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    • 2017
  • Purpose This study investigates the effects of trust and distrust on intention to purchase in open market, based on the idea that trust and distrust can co-exist. Specifically, this study approached the effects of trust and distrust of the open market on the intention to purchase from a two-dimensional perspective, and examined trustworthiness as the antecedents of trust and distrust. Design/Methodology/Approach In this study, we conducted a questionnaire survey on consumers who have actually purchased a product from open markets in Korea for two months. As a result, 141 users are chosen for the sample. We apply PLS (Partial Least Squares) structural equation modeling (SEM) to verify our theoretical model using the software application SmartPLS 3.0. Findings First, trust in open market positively affects intention to purchase, whereas distrust in open market negatively affects intention to purchase. Second, the three antecedents of trust (i.e. three factors constituting trustworthiness such as ability, benevolence and integrity) affect trust in open market. Third, integrity negatively affects distrust in open market. Since integrity plays an important role in building both trust and distrust in open market, the operators of open market should pay attention to managing their integrity.

Do-It-Yourself (DIY) manufacture of a Nano-LC MALDI spotter robot using 3D printing technology

  • Lee, Jae-ung;Oh, Han Bin
    • 분석과학
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    • 제30권4호
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    • pp.167-173
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    • 2017
  • In the era of the forth Industrial Revolution, open source code and open source hardware have gained much attention. In particular, 3D printing technology is expanding into the realms of classical science, technology and our daily lives. Relatedly, in the present study, we demonstrate the manufacture of a nano-LC MALDI spotter robot using 3D printing technology. The parts of the spotter robot were either made using a 3D printer or purchased as 3D printer parts from the 3D printer online market, so that anyone can make the robot without a deep knowledge of engineering or electronics, i.e., DIY (do-it-yourself) product. In the nano-LC MALDI spotter, the nano-LC eluent and MALDI matrix were mixed in a T-union and discharged from the capillary outlet. The eluent and matrix mixture could be spotted onto the movable MALDI plate. The MALDI plate was designed to translate in a two-dimensional space (xy plane), which was enabled by the movements of two stepper motors. In the paper, all computer-aided design (CAD) files for the parts and operation software are provided to help the reader manufacture their own spotter robot.

이중목 노즐을 이용한 추력벡터 제어에 관한 기초적 연구 (A Fundamental Study of Thrust-Vector Control Using a Dual Throat Nozzle)

  • 신춘식;김희동
    • 한국추진공학회지
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    • 제14권6호
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    • pp.25-30
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    • 2010
  • 최근 이중목 노즐(Dual Throat Nozzle, DTN)을 사용하여 추진체의 추력을 제어하는 방법이 많은 주목을 받고 있다. 이중목 노즐은 공동을 사이에 두고 두 개의 노즐 목을 가지도록 설계된다. 본 연구에서는 DTN의 유동특성을 조사하기 위하여, 수치해석적인 방법을 적용하였으며, 2차 유동의 질량유량과 노즐 압력비를 변화시켰다. 수치해석에서는 2차원, 압축성 Navier-Stokes 방정식을 풀기 위하여, 유한체적법을 적용하였다. 그 결과 본 수치해석은 실험결과를 잘 예측하였으며, DTN을 이용한 추력벡터 제어는 추력계수와 유출계수의 항으로 상세하게 설명하였다.

이중목 노즐에서 발생하는 초음속유동 특성에 관한 연구 (A Study on the Supersonic Flow Characteristics Through a Dual Throat Nozzle)

  • 신춘식;김희동
    • 한국추진공학회지
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    • 제14권5호
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    • pp.1-7
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    • 2010
  • 최근 이중목 노즐(Dual Throat Nozzle, DTN)을 사용하여 추진체의 추력을 제어하는 방 이 많은 주목을 받고 있다. 이중목 노즐은 공동을 사이에 두고 두 개의 노즐 목을 가지도록 설계된다. 본 연구에서는 DTN의 기초 유동특성을 조사하기 위하여, 수치해석적인 방법을 적용하였으며, 노즐압력비와 노즐목 면적비를 변화시켰다. 수치해석에서는 축대칭, 압축성 Navier-Stokes방정식을 풀기 위하여, 유한체적법을 적용하였다. 그 결과 본 수치해석은 실험결과를 잘 예측하였으며, DTN의 성능을 추력계수와 유출계수의 항으로 상세하게 설명하였다.

Reduction of Railway-induced Vibration using In-filled Trenches with Pipes

  • Hasheminezhad, Araz
    • International Journal of Railway
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    • 제7권1호
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    • pp.16-23
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    • 2014
  • Reduction in railway-induced vibrations in urban areas is a very challenging task in railway transportation. Many mitigation measures can be considered and applied. Among these, a little attention has been paid to trenches. In this study, a numerical investigation on the effectiveness of in-filled trenches with pipes in reducing railway vibrations due to passing trains is presented. Particularly, a series of two-dimensional dynamic analysis was performed to model the behavior of ballasted railway track under harmonic load with ABAQUS software as a Finite Element method. In so doing, two types of in-filled trenches with pipes with steel and concrete materials have been investigated in this paper. In addition, effectiveness of pipes made of steel and concrete, filled with loose sand and clay in railway-induced vibration reduction has been assessed. The results point out that using in-filled trench with pipes does not effective a lot on railway-induced vibration reduction in comparison to other railway-induced vibration reduction methods. However, in-filled trenches with steel pipes are much more effective than in-filled trenches with concrete pipes. Moreover, filling pipes with loose sand and clay does not have any effect on vibration reduction efficiency of these in-filled trenches.

Flattening simulations of 3D thick sheets made of fiber composite materials

  • Morioka, Kotaro;Ohtake, Yutaka;Suzuki, Hiromasa;Nagai, Yukie;Hishida, Hiroyuki;Inagaki, Koichi;Nakamura, Takeshi;Watanabe, Fumiaki
    • Journal of Computational Design and Engineering
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    • 제2권2호
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    • pp.88-95
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    • 2015
  • Recently, fiber composite materials have been attracting attention from industry because of their remarkable material characteristics, including light weight and high stiffness. However, the costs of products composed of fiber materials remain high because of the lack of effective manufacturing and designing technologies. To improve the relevant design technology, this paper proposes a novel simulation method for deforming fiber materials. Specifically, given a 3D model with constant thickness and known fiber orientation, the proposed method simulates the deformation of a model made of thick fiber-material. The method separates a 3D sheet model into two surfaces and then flattens these surfaces into two dimensional planes by a parameterization method with involves cross vector fields. The cross vector fields are generated by propagating the given fiber orientations specified at several important points on the 3D model. Integration of the cross vector fields gives parameterization with low-stretch and low-distortion.

이중목 노즐을 이용한 추력벡터 제어에 관한 기초적 연구 (A Fundamental Study of Thrust-Vector Control Using a Dual Throat Nozzle)

  • 신춘식;김희동
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2010년도 제34회 춘계학술대회논문집
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    • pp.339-342
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    • 2010
  • 최근 이중목 노즐(Dual Throat Nozzle, DTN)을 사용하여 추진체의 추력을 제어하는 방법이 많은 주목을 받고 있다. 이중목 노즐은 공동을 사이에 두고 두 개의 노즐 목을 가지도록 설계된다. 본 연구에서는 DTN의 유동특성을 조사하기 위하여, 수치해석적인 방법을 적용하였으며, 2차유동의 질량 유량을 변화시켰다. 수치해석에서는 2차원, 압축성 Navier-Stokes방정식을 풀기 위하여, 유한체적법을 적용하였다. 그 결과 본 수치해석은 실험결과를 잘 예측하였으며, DTN을 이용한 추력벡터 제어는 추력계수와 유출계수의 항으로 상세하게 설명하였다.

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Analysis of Subwavelength Metal Hole Array Structure for the Enhancement of Quantum Dot Infrared Photodetectors

  • 하재두;황정우;강상우;노삼규;이상준;김종수
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2013년도 제44회 동계 정기학술대회 초록집
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    • pp.334-334
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    • 2013
  • In the past decade, the infrared detectors based on intersubband transition in quantum dots (QDs) have attracted much attention due to lower dark currents and increased lifetimes, which are in turn due a three-dimensional confinement and a reduction of scattering, respectively. In parallel, focal plane array development for infrared imaging has proceeded from the first to third generations (linear arrays, 2D arrays for staring systems, and large format with enhanced capabilities, respectively). For a step further towards the next generation of FPAs, it is envisioned that a two-dimensional metal hole array (2D-MHA) structures will improve the FPA structure by enhancing the coupling to photodetectors via local field engineering, and will enable wavelength filtering. In regard to the improved performance at certain wavelengths, it is worth pointing out the structural difference between previous 2D-MHA integrated front-illuminated single pixel devices and back-illuminated devices. Apart from the pixel linear dimension, it is a distinct difference that there is a metal cladding (composed of a number of metals for ohmic contact and the read-out integrated circuit hybridization) in the FPA between the heavily doped gallium arsenide used as the contact layer and the ROIC; on the contrary, the front-illuminated single pixel device consists of two heavily doped contact layers separated by the QD-absorber on a semi-infinite GaAs substrate. This paper is focused on analyzing the impact of a two dimensional metal hole array structure integrated to the back-illuminated quantum dots-in-a-well (DWELL) infrared photodetectors. The metal hole array consisting of subwavelength-circular holes penetrating gold layer (2DAu-CHA) provides the enhanced responsivity of DWELL infrared photodetector at certain wavelengths. The performance of 2D-Au-CHA is investigated by calculating the absorption of active layer in the DWELL structure using a finite integration technique. Simulation results show the enhanced electric fields (thereby increasing the absorption in the active layer) resulting from a surface plasmon, a guided mode, and Fabry-Perot resonances. Simulation method accomplished in this paper provides a generalized approach to optimize the design of any type of couplers integrated to infrared photodetectors.

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일반화 적응 심층 잠재요인 추천모형 (A Generalized Adaptive Deep Latent Factor Recommendation Model)

  • 김정하;이지평;장성현;조윤호
    • 지능정보연구
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    • 제29권1호
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    • pp.249-263
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    • 2023
  • 대표적인 추천 시스템 방법론인 협업 필터링(Collaborative Filtering)에는 이웃기반 방법(Neighbor Methods)과 잠재 요인 모델(Latent Factor model)이라는 두 가지 접근법이 있다. 이중 행렬 분해(Matrix Factorization)를 이용하는 잠재 요인 모델은 사용자-아이템 상호작용 행렬을 두 개의 보다 낮은 차원의 직사각형 행렬로 분해하고 이들의 행렬 곱으로 아이템의 평점(Rating)을 예측한다. 평점 패턴으로부터 추출된 요인 벡터들을 통해 사용자와 아이템 속성을 포착할 수 있기 때문에 확장성, 정확도, 유연성 측면에서 이웃기반 방법보다 우수하다고 알려져 있다. 하지만 평점이 지정되지 않은 아이템에 대해서는 선호도가 다른 개개인의 다양성을 반영하지 못하는 근본적인 한계가 있고 이는 반복적이고 부정확한 추천을 초래하게 된다. 이러한 잠재요인 모델의 한계를 개선하고자 각각의 아이템 별로 사용자의 선호도를 적응적으로 학습하는 적응 심층 잠재요인 모형(Adaptive Deep Latent Factor Model; ADLFM)이 등장하였다. ADLFM은 아이템의 특징을 설명하는 텍스트인 아이템 설명(Item Description)을 입력으로 받아 사용자와 아이템의 잠재 벡터를 구하고 어텐션 스코어(Attention Score)를 활용하여 개인의 다양성을 반영할 수 있는 방법을 제시한다. 하지만 아이템 설명을 포함하는 데이터 셋을 요구하기 때문에 이 방법을 적용할 수 있는 대상이 많지 않은 즉 일반화에 있어 한계가 있다. 본 연구에서는 아이템 설명 대신 추천시스템에서 보편적으로 사용하는 아이템 ID를 입력으로 하고 Self-Attention, Multi-head attention, Multi-Conv1d 등 보다 개선된 딥러닝 모델 구조를 적용함으로써 ADLFM의 한계를 개선할 수 있는 일반화된 적응 심층 잠재요인 추천모형 G-ADLFRM을 제안한다. 다양한 도메인의 데이터셋을 가지고 입력과 모델 구조 변경에 대한 실험을 진행한 결과, 입력만 변경했을 경우 동반되는 정보손실로 인해 ADLFM 대비 MAE(Mean Absolute Error)가 소폭 높아지며 추천성능이 하락했지만, 처리할 정보량이 적어지면서 epoch 당 평균 학습속도는 대폭 향상되었다. 입력 뿐만 아니라 모델 구조까지 바꿨을 경우에는 가장 성능이 우수한 Multi-Conv1d 구조가 ADLFM과 유사한 성능을 나타내며 입력변경으로 인한 정보손실을 충분히 상쇄시킬 수 있음을 보여주었다. 결론적으로 본 논문에서 제시한 모형은 기존 ADLFM의 성능은 최대한 유지하면서 빠른 학습과 추론이 가능하고(경량화) 다양한 도메인에 적용할 수 있는(일반화) 새로운 모형임을 알 수 있다.