• 제목/요약/키워드: underlying layer

검색결과 236건 처리시간 0.029초

Sequential Formation of Multiple Gap States by Interfacial Reaction between Alq3 and Alkaline-earth Metal

  • Kim, Tae Gun;Kim, Jeong Won
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2013년도 제45회 하계 정기학술대회 초록집
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    • pp.129.2-129.2
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    • 2013
  • Electron injection enhancement at OLED (organic light-emitting diodes) cathode side has mostly been achieved by insertion of a low work function layer between metal electrode and emissive layer. We investigated the interfacial chemical reactions and electronic structures of alkaline-earth metal (Ca, Ba)/Alq3 [tris(8-hydroxyquinolinato)aluminium] and Ca/BaF2/Alq3 using in-situ X-ray & ultraviolet photoelectron spectroscopy. The alkaline-earth metal deposited on Alq3 generates two energetically separated gap states in sequential manner. This phenomenon is explained by step-by-step charge transfer from alkali-earth metal to the lowest unoccupied molecular orbital (LUMO) states of Alq3, forming new occupied states below Fermi level. The BaF2 interlayer initially prevents from direct contact between Alq3 and reactive Ca metal, but it is dissociated into Ba and CaF2. However, as the Ca thickness increases, the Ca penetrates the interlayer to directly participate in the reaction with underlying Alq3. The influence of the multiple gap state formation by the interfacial chemical reaction on the OLED performance will be discussed.

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Consciousness, Cognition and Neural Networks in the Brain: Advances and Perspectives in Neuroscience

  • Muhammad Saleem;Muhammad Hamid
    • International Journal of Computer Science & Network Security
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    • 제23권2호
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    • pp.47-54
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    • 2023
  • This article reviews recent advances and perspectives in neuroscience related to consciousness, cognition, and neural networks in the brain. The neural mechanisms underlying cognitive processes, such as perception, attention, memory, and decision-making, are explored. The article also examines how these processes give rise to our experience of consciousness. The implications of these findings for our understanding of the brain and its functions are presented, as well as potential applications of this knowledge in fields such as medicine, psychology, and artificial intelligence. Additionally, the article explores the concept of a quantum viewpoint concerning consciousness, cognition, and creativity and how incorporating DNA as a key element could reconcile classical and quantum perspectives on human behaviour, consciousness, and cognition, as explained by genomic psychological theory. Furthermore, the article explains how the human brain processes external stimuli through the sensory nervous system and how it can be simulated using an artificial neural network (ANN) consisting of one input layer, multiple hidden layers, and an output layer. The law of learning is also discussed, explaining how ANNs work and how the modification of weight values affects the output and input values. The article concludes with a discussion of future research directions in this field, highlighting the potential for further discoveries and advancements in our understanding of the brain and its functions.

Artificial Neural Networks for Flood Forecasting Using Partial Mutual Information-Based Input Selection

  • Jae Gyeong Lee;Li Li;Kyung Soo Jun
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.363-363
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    • 2023
  • Artificial Neural Networks (ANN) is a powerful tool for addressing various practical problems and it has been extensively applied in areas of water resources. In this study, Artificial Neural Networks (ANNs) were developed for flood forecasting at specific locations on the Han River. The Partial Mutual Information (PMI) technique was used to select input variables for ANNs that are neither over-specified nor under-specified while adequately describing the underlying input-output relationships. Historical observations including discharges at the Paldang Dam, flows from tributaries, water levels at the Paldang Bridge, Banpo Bridge, Hangang Bridge, and Junryu gauge station, and time derivatives of the observed water levels were considered as input candidates. Lagged variables from current time t to the previous five hours were assumed to be sufficient in this study. A three-layer neural network with one hidden layer was used and the neural network was optimized by selecting the optimal number of hidden neurons given the selected inputs. Given an ANN architecture, the weights and biases of the network were determined in the model training. The use of PMI-based input variable selection and optimized ANNs for different sites were proven to successfully predict water levels during flood periods.

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Numerical investigation of effect of geotextile and pipe stiffness on buried pipe behavior

  • Candas Oner;Selcuk Bildik;J. David Frost
    • Geomechanics and Engineering
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    • 제34권6호
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    • pp.611-621
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    • 2023
  • This paper presents the results of a numerical investigation of the effect of geotextile reinforcement on underlying buried pipe behavior using PLAXIS 3D. In this study, variable parameters such as the in-plane stiffness of the geotextile, the pipe stiffness, the soil stiffness, the footing width, the geotextile width, and the location of the geotextile reinforcement layer are investigated. Deflections and bending moments acting on the pipe are evaluated for different combinations of variables and are presented graphically. It is observed that with an increase in the in-plane stiffness of the geotextile reinforcement, there is a tendency for a decrease in both deflections in the pipe and bending moments acting on the pipe. Conversely, with an increase in the pipe stiffness, geotextile reinforcement efficiency decreases. In the investigated region of soil stiffness, for the given pipe and geotextile stiffness, an optimum efficiency of geotextile is observed in medium dense soils. Further, it is shown that relative lengths of geotextile and footing has an important role on geotextile efficiency. Lastly, it is also demonstrated that relative location of geotextile layer with respect to the buried pipe plays an important role on the geotextile efficiency in reducing the bending moments acting on the pipe and deflections in the pipe. In general, geotextiles are more efficient in reducing the bending moments as opposed to reducing deflections of the pipe. Numerical validation is done with an experimental study from the literature to observe the applicability of the numerical model used.

대구경 말뚝의 정재하시험시 대구경 경사반력말뚝의 인발거동 (The Pullout Behavior of a Large-diameter Batter ]Reaction Piles During Static Pile Load Test for a Large Diameter Socketed Pipe Pile)

  • 김상옥;성인출;박성철;정창규;최용규
    • 한국지반공학회논문집
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    • 제18권1호
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    • pp.5-16
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    • 2002
  • 본 연구에서는 직경 1,000mm의 시험말뚝에 대한 압축정재하시험 수행시 반력말뚝으로 사용된 직경 2,500mm의 대구경 경사반력소켓말뚝의 인발거동을 분석하였다. 경사반력말뚝은 풍화암층과 연암층 10m에 걸쳐서 현장타설말뚝으로 소켓되어졌으며, 강관부는 강관과 속채움콘크리트로, 그리고 소켓부는 콘크리트와 철근으로 구성되었다. 각 구성부재에 작용하는 변형율을 측정하기 위해 센서를 설치하였으며, 반력말뚝두부의 인발량을 측정하기 위하여 LVDT를 설치하였다. 정재하시험중 재하된 최대인발하중은 10MN이었으며 최대인발변위는 7m, 잔류인발변위는 최대 1mm 정도 발생하였다. 인발하중의 83%를 풍화암층에서 그리고 12%를 연암층에서 지지하는 것으로 나타났으며 풍화암에 소켓된 철근콘크리트부와 연암에 소켓된 털근콘크리트부에서 각각 125.3kPa와 61.8kPa의 인발응력이 발생하였다. 따라서, 풍화암층에서도 인발하중을 충분하게 지지하고 있으므로 풍화암층은 마찰력을 크게 발휘하는 지지층으로 사용되었다.

Origin of limestone conglomerates in the Choson Supergroup(Cambro-Ordovician), mid-east Korea

  • Kwon Y.K.;Chough S.K.;Choi D.K.;Lee D.J.
    • 한국석유지질학회:학술대회논문집
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    • 한국석유지질학회 2001년도 제8차 학술발표회 발표논문집
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    • pp.63-65
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    • 2001
  • The Chosen Supergroup (Cambro-Ordovician), mid-east Korea consists mainly of shallow marine carbonates and contains a variety of limestone conglomerates. These conglomerates largely comprise oligomictic, rounded lime-mudstone clasts of various size and shape (equant, oval, discoidal, tabular, and irregular) and dolomitic shale matrices. Most clasts are characterized by jigsaw-fit (mosaic), disorganized, or edgewise fabric and autoclastic lithology. Each conglomerate layer is commonly interbedded with limestone-dolomitic shale couplets and occasionally underlain by fractured limestone layer, capped by calcareous shale. According to composition, characteristic sedimentary structures, and fabric, limestone conglomerates in the Hwajol, Tumugol, Makkol, and Mungok formations of Chosen Supergroup can be classified into 4 types: (1) disorganized polymictic conglomerate (Cd), (2) horizontally stratified polymictic conglomerate (Cs), (3) mosaic conglomerate (Cm), and (4) disorganized/edgewise oligomictic conglomerate (Cd/e). These conglomerates are either depositional (Cd and Cs) or diagenetic (Cm and Cd/e) in origin. Depositional conglomerates are interpreted as storm deposits, tidal channel fills, or transgressive lag deposits. On the other hand, diagenetic conglomerates are not deposited by normal sedimentary processes, but formed by post-depositional diagenetic processes. Diagenetic conglomerates in the Chosen Supergroup are characterized by autoclastic and oligomictic lithology of lime-mudstone clasts, jigsaw-fit (mosaic) fabric, edgewise fabric, and a gradual transition from the underlying bed (Table 1). Autoclastic and oligomictic lithologies may be indicative of subsurface brecciation (fragmentation). Consolidation of lime-mudstone clasts pre-requisite for brecciation may result from dissolution and reprecipitation of CaCO3 by degradation of organic matter during burial. Jigsaw-fit fabric has been considered as evidence for in situ fragmentation. The edgewise fabric is most likely formed by expulsion of pore fluid during compaction. The lower boundary of intraformational conglomerates of depositional origin is commonly sharp and erosional. In contrast, diagenetic conglomerate layers mostly show a gradual transition from the underlying unit, which is indicative of progressive fragmentation upward (Fig. 1). The underlying fractured limestone layer also shows evidence for in situ fragmentation such as jigsaw-fit fabric and the same lithology as the overlying conglomerate layer (Fig, 1). Evidence from the conglomerate beds in the Chosen Supergroup suggests that diagenetic conglomerates are formed by in situ subsurface fragmentation of limestone layers and rounding of the fragments. In situ subsurface fragmentation may be primarily due to compaction, dewatering (upward-moving pore fluids), and dissolution, accompanying volume reduction. This process commonly occurs under the conditions of (1) alternating layers of carbonate-rich and carbonate-poor sediments and (B) early differential cementation of carbonate-rich layers. Differential cementation commonly takes place between alternating beds of carbonate-rich and clay-rich layers, because high carbonate content promotes cementation, whereas clay inhibits cementation. After deposition of alternating beds and differential cementation, with progressive burial, upward-moving pore fluid may raise pore-pressure in the upper part of limestone layers, due to commonly overlying impermeable shale layers (or beds). The high pore-pressure may reinforce propagation of fragmentation and cause upward-expulsion of pore fluid which probably produces edgewise fabric of tabular clasts. The fluidized flow then extends laterally, causing reorientation and further rounding of clasts. This process is analogous to that of autobrecciation, which can be analogously termed autoconglomeration. This is a fragmentation and rounding process whereby earlier semiconsolidated portions of limestone are incorporated into still fluid portions. The rounding may be due mainly to immiscibility and surface tension of lime-mud. The progressive rounding of the fragmented clasts probably results from grain attrition by fluidized flow. A synthetic study of limestone conglomerate beds in the Chosen Supergroup suggests that very small percent of the conglomerate layers are of depositional origin, whereas the rest, more than $80\%$, are of diagenetic origin. The common occurrence of diagenetic conglomerates warrants further study on limestone conglomerates elsewhere in the world.

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인간 피부에 삽입형 전극설계를 위한 생체임피던스 특성 (Characteristics of Bio-impedance for Implantable Electrode Design in Human Skin)

  • 김민수;조영창
    • 한국산업정보학회논문지
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    • 제19권4호
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    • pp.9-16
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    • 2014
  • 전극 접촉저항은 생리학적 측정에 중대한 인자이며, 전기적 임피던스 측정을 수행할 때 정확성에 제한적 요인이 될 수 있다. 생체전기임피던스 값들은 인간피부에 삽입되는 전극을 이용하여 하부 조직의 도전율과 유전율에 의해서 계산할 수 있다. 본 연구에서는 피지, 각질층, 표피층, 진피, 피하조직 및 근육층의 인체 피부의 생리적 변화를 검출하는데 주안점을 두고 있으며, 피하조직에 삽입되는 전극의 최적설계를 위해 유한요소법을 사용하였다. 이를 위해 전극의 길이(50 mm, 70 mm), 재질(금), 모양(직사각형, 둥근사각, 육각기둥) 및 깊이(22.325 mm)에 따른 전극설계의 차이를 유한요소법을 통해 피하조직 층으로부터 얻어지는 정보를 바탕으로 기하학적으로 평가하였다. 생체임피던스 실험에서 전극모양과 인가전압에 따라서 피하조직에서 생체임피던스 차이가 가장 크게 나타남을 확인하였다. 본 연구의 모의실험은 피부의 전기적 임피던스 측정과 해석에 관한 물리적 현상뿐만 아니라 다른 형태의 전극 설계에 관한 특성들을 설명할 수 있을 것이다.

Fabrication of Hierarchical Nanostructures Using Vacuum Cluster System

  • Lee, Jun-Young;Yeo, Jong-Souk
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2012년도 제43회 하계 정기 학술대회 초록집
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    • pp.389-390
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    • 2012
  • In this study, we fabricate a superhydrophobic surface made of hierarchical nanostructures that combine wax crystalline structure with moth-eye structure using vacuum cluster system and measure their hydrophobicity and durability. Since the lotus effect was found, much work has been done on studying self-cleaning surface for decades. The surface of lotus leaf consists of multi-level layers of micro scale papillose epidermal cells and epicuticular wax crystalloids [1]. This hierarchical structure has superhydrophobic property because the sufficiently rough surface allows air pockets to form easily below the liquid, the so-called Cassie state, so that the relatively small area of water/solid interface makes the energetic cost associated with corresponding water/air interfaces smaller than the energy gained [2]. Various nanostructures have been reported for fabricating the self-cleaning surface but in general, they have the problem of low durability. More than two nanostructures on a surface can be integrated together to increase hydrophobicity and durability of the surface as in the lotus leaf [3,5]. As one of the bio-inspired nanostructures, we introduce a hierarchical nanostructure fabricated with a high vacuum cluster system. A hierarchical nanostructure is a combination of moth-eye structure with an average pitch of 300 nm and height of 700 nm, and the wax crystalline structure with an average width and height of 200 nm. The moth-eye structure is fabricated with deep reactive ion etching (DRIE) process. $SiO_2$ layer is initially deposited on a glass substrate using PECVD in the cluster system. Then, Au seed layer is deposited for a few second using DC sputtering process to provide stochastic mask for etching the underlying $SiO_2$ layer with ICP-RIE so that moth-eye structure can be fabricated. Additionally, n-hexatriacontane paraffin wax ($C_{36}H_{74}$) is deposited on the moth-eye structure in a thermal evaporator and self-recrystallized at $40^{\circ}C$ for 4h [4]. All of steps are conducted utilizing vacuum cluster system to minimize the contamination. The water contact angles are measured by tensiometer. The morphology of the surface is characterized using SEM and AFM and the reflectance is measured by spectrophotometer.

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An Electrochemical Enzyme Immunochip Based on Capacitance Measurement for the Detection of IgG

  • Yi, Seung-Jae;Choi, Ji-Hye;Kim, Hwa-Jung;Chang, Seung-Cheol;Park, Deog-Su;Kim, Kyung-Chun;Chang, Chulhun L.
    • Bulletin of the Korean Chemical Society
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    • 제32권4호
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    • pp.1298-1302
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    • 2011
  • This study describes the development of an electrochemical array immunochip for the detection of IgG. Interdigitated immunochip platforms were fabricated by sputtering gold on a glass wafer by using MEMS process and then were coated with Eudragit S100, an enteric polymer, forming an insulating layer over the working area of immunochips. The breakdown of the polymer layer was exemplified by the catalytic action of urease which, in the presence of urea, caused an alkaline pH change. This subsequently caused an increase of the double layer capacitance of the underlying electrode. Used in conjunction with a competitive immunoassay format, this allowed the ratio of initial to final electrode capacitance to be directly linked with the concentration of analyte, i.e. IgG. Responses to IgG could be detected at IgG concentration as low as $250\;ngmL^{-1}$ and showed good linearity up to IgG concentration as high as $20\;{\mu}gmL^{-1}$.

연약지반의 기초지반강성을 고려한 벽식구조 아파트의 지진응답 (Seismic Responses of Wall-Slab Apartment Building Structures Built on the Soft Soil Layer Considering the Stiffnesses of a Foundation-Soil System)

  • 김지원;김용석
    • 한국지진공학회논문집
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    • 제5권3호
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    • pp.19-27
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    • 2001
  • 구조물의 지진해석시 구조물-지반 상호작용의 영향을 무시할 수 없으며, 기초지반강성에 따른 구조물의 지진응답에 커다란 차이가 있다는 것은 이미 잘 알려져 있다. 이러한 인식에도 불구하고, 현재 벽식구조 아파트의 지진해석시 기조지반의 특성을 무시하고 기초가 매우 단단한 것으로 가정하여 지진해석을 수행하고 있다 본 연구에서는 구조형식이 독특한 의식구조 아파트 지진해석을 연약지반을 고려하여 수행하고, 지진응답을 암반과 UBC-97 지반조건의 연약지반을 고려한 지진응답과 비교분석하였다. 깊은 연약지반 위에 세워진 중, 저층 벽식구조 아파트의 내진거동은 기조의 절연효과로 지진응답이 크게 감소된 강체거동을 보여 UBC-97 설계응답스펙 트럼으로 내진설계를 하는 것은 보수적인 설계로 안전은 하지만 상당히 비경제적인 것으로 판단되었다.

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