• 제목/요약/키워드: Extraction mechanism

검색결과 296건 처리시간 0.027초

The Uptake of Solvent in Polymeric Thin Membranes By a Relaxation-Sorption Coupled Mechanism

  • Song, Kyu-Min;Hong, Won-Hi
    • 한국막학회:학술대회논문집
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    • 한국막학회 1995년도 추계 총회 및 학술발표회
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    • pp.43-44
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    • 1995
  • The diffusion behavior of liquid into polymer has been described by Fick's law, but the departure from Fickian diffusion is frequently found. In this study, 'noble' expressions for the rates of relaxation and sorption are introduced to eliminate these limitations. The ralaxation-sorption coupled mechanism model are based on the possibility of contacting liquid molecule and the active site which has the numerical concept of free volume. The concept has an analogy of reaction rate expressed by the possibility of collision with molecules and used in adsorption and reactive extraction etc. The new model simulated by Rungc-Kutta method for initial-value problem and Fickian diffusion is caompared with experimental data. The results show that the ralaxation-sorption coupled mechanism is able to account well for Fickian and non-Fickian sorption behavior including sigmoid and two-stage. In addition, this model has a chance of expansion to multi-component sorption with ease.

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A Deep Learning-Based Image Semantic Segmentation Algorithm

  • Chaoqun, Shen;Zhongliang, Sun
    • Journal of Information Processing Systems
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    • 제19권1호
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    • pp.98-108
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    • 2023
  • This paper is an attempt to design segmentation method based on fully convolutional networks (FCN) and attention mechanism. The first five layers of the Visual Geometry Group (VGG) 16 network serve as the coding part in the semantic segmentation network structure with the convolutional layer used to replace pooling to reduce loss of image feature extraction information. The up-sampling and deconvolution unit of the FCN is then used as the decoding part in the semantic segmentation network. In the deconvolution process, the skip structure is used to fuse different levels of information and the attention mechanism is incorporated to reduce accuracy loss. Finally, the segmentation results are obtained through pixel layer classification. The results show that our method outperforms the comparison methods in mean pixel accuracy (MPA) and mean intersection over union (MIOU).

분광광도법에 의한 Ni(Ⅱ)-N-Benzylisonitrosoacetylacetone Imine착물의 용매추출 반응메카니즘 (A Study on the Solvent Extraction Mechanism of Nickel(Ⅱ) with N-Benzylisonitrosoacetylacetone Imine by Spectrophotometry)

  • 이흥락;배준웅;김동규
    • 대한화학회지
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    • 제36권4호
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    • pp.546-551
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    • 1992
  • 니켈(Ⅱ)이온을 N-benzylisonitrosoacetylacetone imine(HIAANB)으로 용매추출할 때의 반응메카니즘을 분광광도법으로 연구하였다. 유기상 chloroform에 녹아있는 리간드 HIAANB농도와 수용액층의 pH값을 변화시켜 가면서 흡광도를 측정하였다. 측정 데이터로부터 반응속도가 HIAANB농도에 대하여는 1차, [$H^+$]에 대하여는 -1차임을 알 수 있었다. 추출반응의 속도결정단계와 속도식은 다음과 같다. $Ni^{2+}$+HIAANB ${\to}$ Ni-IAANB$^+$$H^+$ -d[Ni$^{2+}$] / dt = K'[Ni$^{2+}$][HIAANB]$_0$ / [H$^+$]. 수용액 중의 니켈(Ⅱ)이온을 분광광도법으로 정량할 때의 검정곡선은 최적실험조건에서 1.17ppm 이하의 농도범위에서 직선이었다. 또 리간드 대 금속의 결합비, 추출율과 수용액상의 pH 사이의 관계, 니켈(Ⅱ)이온을 정량할 때의 방해이온의 영향도 조사하였다.

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M2M 모델변환 기반의 UML 스테이트 다이어그램을 통한 테스트케이스 자동추출 메커니즘에 관한 연구 (A Study on Automatic Test Case Extraction Mechanism from UML State Diagrams Based on M2M Transformation)

  • 김동호;김영철
    • 한국인터넷방송통신학회논문지
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    • 제13권1호
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    • pp.129-134
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    • 2013
  • 기존 연구실 연구에서는 메타모델 기반의 순차적 다이어그램을 통한 테스트케이스 생성의 자동화가 초점이었다. 하지만 메타모델 기반의 스테이트 다이어그램을 통한 테스트케이스 자동 생성에 관한 메커니즘에 관한 연구가 부족하다. 그래서 본 논문에서는 Model Driven Architecture(MDA) 메커니즘인 메타모델과 모델변형기법을 채택하여, UML내 스테이트 다이어그램을 통해 테스트케이스를 자동 추출메커니즘을 제안한다. 이를 위해 테스트케이스 생성단계 프로세스를 정의하고 각 단계별 메타모델 정의와 모델간의 변형 규칙을 정의한다. 제안한 기법을 통해 임베디드 소프트웨어 테스트 설계 및 테스트케이스 추출비용과 시간을 줄이고 임베디드 소프트웨어의 품질을 높이고자 한다.

Audio and Video Bimodal Emotion Recognition in Social Networks Based on Improved AlexNet Network and Attention Mechanism

  • Liu, Min;Tang, Jun
    • Journal of Information Processing Systems
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    • 제17권4호
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    • pp.754-771
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    • 2021
  • In the task of continuous dimension emotion recognition, the parts that highlight the emotional expression are not the same in each mode, and the influences of different modes on the emotional state is also different. Therefore, this paper studies the fusion of the two most important modes in emotional recognition (voice and visual expression), and proposes a two-mode dual-modal emotion recognition method combined with the attention mechanism of the improved AlexNet network. After a simple preprocessing of the audio signal and the video signal, respectively, the first step is to use the prior knowledge to realize the extraction of audio characteristics. Then, facial expression features are extracted by the improved AlexNet network. Finally, the multimodal attention mechanism is used to fuse facial expression features and audio features, and the improved loss function is used to optimize the modal missing problem, so as to improve the robustness of the model and the performance of emotion recognition. The experimental results show that the concordance coefficient of the proposed model in the two dimensions of arousal and valence (concordance correlation coefficient) were 0.729 and 0.718, respectively, which are superior to several comparative algorithms.

An Improved Recommendation Algorithm Based on Two-layer Attention Mechanism

  • Kim, Hye-jin
    • 한국컴퓨터정보학회논문지
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    • 제26권10호
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    • pp.185-198
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    • 2021
  • 인터넷 기술의 발달로 기존의 추천 알고리즘은 사용자나 항목의 심층적인 특성을 학습할 수 없기 때문에 본 논문은 이 문제를 해결하기 위해 AMITI(주의 메커니즘 및 개선된 TF-IDF)에 기반한 추천 알고리즘을 제안했다. CNN(Convolutional Neural Network)에 2중 주의 메커니즘을 도입함으로써 CNN의 특징 추출 능력이 향상되고, 항목 특징에 다른 선호도 가중치가 할당되며, 사용자 선호도와 더 일치하는 권고사항이 달성되었다. 대상 사용자에게 항목을 추천할 때 점수 데이터와 항목 유형 데이터를 TF-IDF와 결합하여 권장 결과의 그룹화를 완료하였다. 본 논문에서 진행한 MovieLens-1M 데이터 세트에 대한 실험 결과는, AMITI 알고리즘이 권장 사항의 정확도를 향상시키고 프레젠테이션 방법의 순서와 선택성을 향상시킨다는 것을 보여준다.

이온교환형 리튬망간산화물의 리튬이온 용출특성 및 전자상태 (Li+ Extraction Reactions with Ion-exchange type Lithium Manganese Oxide and Their Electronic Structures)

  • 김양수;정강섭;이재천
    • 한국재료학회지
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    • 제12권11호
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    • pp.860-864
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    • 2002
  • $Li^{+}$ extraction reactions with ion-exchange type lithium manganese oxide in an aqueous phase were examined using chemical and x-ray diffraction (XRD) analysis. In the process of extraction reaction, the lithium manganese oxide showed a topotactic extraction of $Li^{+ }$ in the aqueous phase mainly through an ion-exchange mechanism, and the $Li^{+}$ extracted samples indicated a high selectivity and a large capacity for $Li^{+}$ . The electronic structures and chemical bonding properties were also studied using a discrete variational (DV)-X$\alpha$ molecular orbital method with cluster model of (Li$Mn_{12}$ $O_{40}$ )$^{27-}$ for tetrahedral sites and ($Li_{7}$ Mn $O_{38}$ )$^{3}$ for octahedral site in $Li_{1.33}$ $Mn_{1.67}$ / $O_{4}$ respectively. Li in the manganese oxides is highly ionized in both sites, but the net charge of Li was greater for tetrahedral sites than octahedral. These calculations suggest that the tetrahedral sites have higher $Li^{+}$ $H^{+}$ exchangeability than the octahedral sites, and are preferable for the selective adsorption for L $i^{+}$ ions.s.

β-ketohexanal에 의한 Cu(II)의 추출 특성 (Characteristics of Cu(II) Extraction by β-ketohexanal)

  • 신정호;이상훈;정갑섭;박경기;전상우
    • 공업화학
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    • 제7권6호
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    • pp.1053-1060
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    • 1996
  • Sodium amide에 의한 methyl propyl ketone과 ethyl formate의 반응으로 킬레이트 추출제의 하나인 $\beta$-ketohexanal(이하 KHA)를 합성하고, KHA-클로로포름에 의한 구리의 추출평형 실험을 통하여 추출특성을 고찰하였다. 흡광도를 측정하여 추출제 KHA의 상간 분배계수와 해리상수, KHA와 구리간 킬레이트의 안정도 상수와 분배계수 및 총괄 추출 평형상수등을 구하고, 추출기구를 구명하였다 합성한 추출제에 의한 구리의 추출율은 pH 5 이상에서 거의 100%이었고, Cu-Zn-Cd 혼합 금속으로부터 구리의 선택적 추출이 가능하였다. KHA-클로로포름에 의한 구리의 추출 화학종은 $CuR_2$였으며 추출 평형 식은 $Cu^{2+}+2{\overline{HR}}{\rightarrow}{\overline{CuR{_2}}}+2H^+$로 표시되었다.

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나노크기 표면 요철을 이용한 GaN LED의 광추출효율 향상 (Enhancement of Light Extraction Efficiency of GaN Light Emitting Diodes Using Nanoscale Surface Corrugation)

  • 정재우;김사라;정준호;정종율
    • 한국재료학회지
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    • 제22권11호
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    • pp.636-641
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    • 2012
  • In this study, we have investigated highly efficient nanoscale surface corrugated light emitting diodes (LEDs) for the enhancement of light extraction efficiency (LEE) of nitride semiconductor LEDs. Nanoscale indium tin oxide (ITO) surface corrugations are fabricated by using the conformal nanoimprint technique; it was possible to observe an enhancement of LEE for the ITO surface corrugated LEDs. By incorporating this novel method, we determined that the total output power of the surface corrugated LEDs were enhanced by 45.6% for patterned sapphire substrate LEDs and by 41.9% for flat c-plane substrate LEDs. The enhancement of LEE through nanoscale surface corrugations was studied using 3-dimensional Finite Different Time Domain (FDTD) calculation. From the FDTD calculations, we were able to separate the light extraction from the top and bottom sides of device. This process revealed that light extraction from the top and bottom sides of a device strongly depends on the substrate and the surface corrugation. We found that enhanced LEE could be understood through the mechanism of enhanced light transmission due to refractive index matching and the increase of light scattering from the corrugated surface. LEE calculations for the encapsulated LEDs devices also revealed that low LEE enhancement is expected after encapsulation due to the reduction of the refractive index contrast.

Acupuncture Therapy and Herbal Medicine Accelerating Temporal Space Abscess after Tooth Extraction: A Case Report

  • Lee, Sangip;Lee, Deok-Won;Ryu, Dong-Mok
    • Journal of Korean Dental Science
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    • 제7권2호
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    • pp.94-98
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    • 2014
  • Numerous oral and maxillofacial surgeons have found facial space infections after tooth extraction. Most of these infections can be managed easily, but some of them could be life-threatening. Among the facial infections, temporal space infections are rare. Most temporal space infections could be observed as secondary to maxillary third molar infections, maxillary sinusitis, and maxillary sinus fractures. Note, however, that there are insufficient studies on temporal space abscess due to mandibular second molars, especially with acupuncture. A 74-year-old female came to our hospital with severe trismus and facial swelling on the right temporal, buccal, posterior auricular, and cervical regions. The patient had undergone extraction of tooth #47 secondary to dental caries by a general dentist about a month ago. After the dental procedure, the patient had been treated with acupuncture therapy around the right temporomandibular joint area at the oriental medicine clinic. We performed emergency incision and drainage under general anesthesia and started antibiotic treatment with IV ampicillin/sulbactam 3 g every 24 hours and vancomycin 1 g every 24 hours for 5 days. The patient's symptoms subsided and ultimately disappeared. Temporal space abscess after mandibular molar extraction is quite rare. In this case, the spreading mechanism against gravity is considered to be acupuncture therapy.