• 제목/요약/키워드: Nanosheet

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TCAD-머신러닝 기반 나노시트 FETs 컴팩트 모델링 (Compact Modeling for Nanosheet FET Based on TCAD-Machine Learning)

  • 송준혁;이운복;이종환
    • 반도체디스플레이기술학회지
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    • 제22권4호
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    • pp.136-141
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    • 2023
  • The continuous shrinking of transistors in integrated circuits leads to difficulties in improving performance, resulting in the emerging transistors such as nanosheet field-effect transistors. In this paper, we propose a TCAD-machine learning framework of nanosheet FETs to model the current-voltage characteristics. Sentaurus TCAD simulations of nanosheet FETs are performed to obtain a large amount of device data. A machine learning model of I-V characteristics is trained using the multi-layer perceptron from these TCAD data. The weights and biases obtained from multi-layer perceptron are implemented in a PSPICE netlist to verify the accuracy of I-V and the DC transfer characteristics of a CMOS inverter. It is found that the proposed machine learning model is applicable to the prediction of nanosheet field-effect transistors device and circuit performance.

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전기적 염소 발생 촉매활성을 위한 성형된 루테늄 산화물 나노로드와 나노시트 전극의 개발 (Development of templated RuO2 nanorod and nanosheet electrodes to improve the electrocatalytic activities for chlorine evolution)

  • 트란 루 레;김춘수;윤제용
    • 상하수도학회지
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    • 제31권5호
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    • pp.373-381
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    • 2017
  • $RuO_2$ is a common active component of Dimensionally Stable Anodes (DSAs) for chlorine evolution that can be used in wastewater treatment systems. The recent improvement of chlorine evolution using nanostructures of $RuO_2$ electrodes to increase the treatment efficiency and reduce the energy consumption of this process has received much attention. In this study, $RuO_2$ nanorod and nanosheet electrodes were simply fabricated using the sol-gel method with organic surfactants as the templates. The obtained $RuO_2$ nanorod and nanosheet electrodes exhibit enhanced electrocatalytic activities for chlorine evolution possibly due to the active surface areas, especially the outer active surface areas, which are attributed to the increase in mass transfers compared with a conventional nanograin electrode. The electrocatalytic activities for chlorine evolution were increased up to 20 % in the case of the nanorod electrode and 35% in the case of the nanosheet electrode compared with the nanograin electrode. The $RuO_2$ nanorod 80 nm in length and 20-30 nm in width and the $RuO_2$ nanosheet 40-60 nm in length and 40 nm in width are formed on the surface of Ti substrates. These results support that the templated $RuO_2$ nanorod and nanosheet electrodes are promising anode materials for chlorine evolution in future applications.

스테인리스강 기판에 연속 이온 층 흡착 및 반응 (SILAR) 공정을 통한 CoS 코팅 및 슈퍼캐패시터 전극 특성 (A Facile synthesis of CoS by Successive Ionic Layer Adsorption and Reaction (SILAR) Process for Supercapacitors)

  • 김재승;이재원;;최진섭;이기영
    • 한국표면공학회지
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    • 제52권3호
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    • pp.130-137
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    • 2019
  • In this study, the cobalt sulfide (CoS) nanosheet on stainless steel as a supercapacitor electrode is synthesized by using a facile successive ionic layer adsorption reaction (SILAR) method. The number of cycles for dipping and rinsing can control the nanosheet thickness of CoS on stainless steel. Field emission-scanning electron microscopy (FE-SEM) showed a layer structure of CoS particles coupled as agglomeration. And x-ray diffraction (XRD) showed the crystallinity of the CoS nanosheet. To investigate the characteristics of the CoS nanosheet electrode as the supercapacitor, analysis of electrochemical measurement was conducted. Finally, the CoS nanosheet of 70cycles on stainless steel shows the specific capacitance ($44.25mF/cm^2$ at $0.25mA/cm^2$) with electrochemical stability of 78.5% over during 2000cycles.

Nanosheet FETs에서의 효과적인 전열어닐링 수행을 위한 기계적 안정성에 대한 연구 (Investigation of Mechanical Stability of Nanosheet FETs During Electro-Thermal Annealing)

  • 왕동현;박준영
    • 한국전기전자재료학회논문지
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    • 제35권1호
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    • pp.50-57
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    • 2022
  • Reliability of CMOS has been severed under aggressive device scaling. Conventional technologies such as lightly doped drain (LDD) and forming gas annealing (FGA) have been applied for better device reliability, but further advances are modest. Alternatively, electro-thermal annealing (ETA) which utilizes Joule heat produced by electrodes in a MOSFET, has been newly introduced for gate dielectric curing. However, concerns about mechanical stability during the electro-thermal annealing, have not been discussed, yet. In this context, this paper demonstrates the mechanical stability of nanosheet FET during the electro-thermal annealing. The effect of mechanical stresses during the electro-thermal annealing was investigated with respect to device design parameters.

Nanosheet FET와 FinFET의 전류-전압 특성 비교 (Comparison of Current-Voltage Characteristics of Nanosheet FET and FinFET)

  • 안은서;유윤섭
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.560-561
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    • 2022
  • 본 논문은 Nanosheet FET(NSFET)와 FinFET의 소자 성능을 3차원 소자 시뮬레이션을 통하여 다양한 구조의 NSFET와 FinFET의 소자 시뮬레이션을 한다. NSFET와 FinFET의 전류-전압 특성을 시뮬레이션하였고, 그 전류-전압 특성으로부터 추출한 문턱전압, 문턱전압이하 기울기 등의 성능을 비교하였다. NSFET이 FinFET보다 전류-전압 특성에서 드레인 전류가 더 많이 흐르며 더 높은 문턱전압을 갖는다. 문턱전압이하 기울기는 NSFET와이 FinFET보다 더 가파른 기울기를 갖는다.

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부양형 탄소나노튜브 나노시트를 이용한 pH센서의 제작과 보정 (Fabrication and Calibration of pH Sensor Using Suspended CNT Nanosheet)

  • 유효봉;최우석;안태창;허준성;임근배
    • 센서학회지
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    • 제22권3호
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    • pp.207-211
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    • 2013
  • In this research, the pH sensor was developed using CNT nanosheet with Nafion coating for the advanced medical sensor such as a blood gas analyzer. The CNT nanosheet was formed by dielectrophoresis and water-meniscus between cantilever-type electrodes. Then, the process of the heat annealing and the Nafion coating was conducted for reducing contact resistance and giving proton selectivity respectively. We measured the response of the pH sensor as the electrolyte-gated CNT-nanosheet field effect transistor. The sensor showed a linear current ratio in a similar range of the normal blood pH. A calibration method for decreasing of the response variation among sensors has also been introduced. Coefficient of variance of the pH sensor was decreased by applying the calibration method. A linear relation between the calibrated response of the sensors and pH variance was also obtained. Finally, the pH sensor with a high resolution was fabricated and we verify the feasibility of the sensor by applying the calibration method.

Nanosheet FET와 FinFET의 도핑 농도에 따른 전류-전압 특성 비교 (Comparison of Current-Voltage Characteristics by Doping Concentrations of Nanosheet FET and FinFET)

  • 안은서;유윤섭
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 추계학술대회
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    • pp.121-122
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    • 2022
  • 본 논문은 Nanosheet FET(NSFET)와 FinFET의 구조를 갖는 소자 성능을 조사하기 위해서 3차원 소자 시뮬레이터를 이용하여 시뮬레이션한 결과를 소개한다. NSFET와 FinFET의 채널 도핑 농도에 따른 전류-전압 특성을 시뮬레이션하였고, 그 전류-전압 특성으로부터 추출한 문턱전압, 문턱전압이하 기울기 등의 성능을 비교하였다. NSFET이 FinFET보다 채널 도핑 농도에 따른 전류-전압 특성에서 드레인 전류가 더 많이 흐르며 더 높은 문턱전압을 갖는다. 문턱전압이하 기울기는 NSFET가 FinFET보다 더 가파른 기울기를 갖는다.

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초박막 두께의 Nb-TiOx 나노시트 합성 (The synthesis of ultrathin Nb-doped TiOx nanosheets)

  • 이상은;서준;박희정
    • 한국결정성장학회지
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    • 제30권5호
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    • pp.194-199
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    • 2020
  • 2차원 층상결정구조를 갖는 금속산화물 나노시트의 조성을 제어함으로써 재료 물성 및 응용의 확장이 가능하다. 본 연구에서 니오비움(Nb)이 도핑 된 타이타늄산화물(TiOy) 나노시트 합성에 성공함으로써 나노시트의 조성을 순수조성에서 도핑조성으로 확장할 수 있었다. 상세하게는 출발 물질인 층상 구조 금속산화물 합성 시 도핑 조성을 설계(K0.8Ti1.73-xNbxLi0.27O4, x = 0, 0.03, 0.07)하고 고상 합성한 후 유기물처리를 통한 화학적 박리를 수행하였다. 이렇게 함으로써 니오비움이 도핑 된 타이타늄산화물 초박막 나노시트를 수득할 수 있었다. 나노시트의 크기는 x-y 방향에서 긴 길이 기준으로 2 ㎛ 이하였으며 두께(z 방향)는 약 1 nm였다. 니오비움의 도핑 여부는 XRD 및 SEM-EDS 분석을 통해 확인할 수 있었다.

Nitrogen-doped carbon nanosheets from polyurethane foams and removal of Cr(VI)

  • Duan, Jiaqi;Zhang, Baohua;Fan, Huailin;Shen, Wenzhong;Qu, Shijie
    • Carbon letters
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    • 제22권
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    • pp.60-69
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    • 2017
  • Nitrogen-doped carbon nanosheets with a developed porous structure were prepared from polyurethane foams by hydrothermal carbonization following $ZnCl_2$ chemical activation. Scanning electron microscopy, thermogravimetric analysis, Fourier transform infrared spectroscopy, solid state $^{13}C$ nuclear magnetic resonance (NMR) spectra and X-ray photoelectron spectroscopy were used to characterize the nitrogen-doped carbon nanosheet structure and composition. The removal of Cr(VI) by the N-doped carbon nanosheets was investigated. The results showed that the maximum removal capacity for chromium of 188 mg/g was found at pH=2.0 with PHC-Z-3. pH had an important effect on Cr(VI) removal and the optimal pH was 2.0. Moreover, amino groups and carboxyl groups in the nitrogen-doped carbon nanosheet played important roles in Cr(VI) removal, and promoted the reduction of Cr(VI) to Cr(III).