• 한국세라믹학회지
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• 제50권6호
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• pp.518-522
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• 2013

This study investigatesthe coloration mechanism by identifying the factor that affects thered coloration of copper red glazesin traditional Korean ceramics. The characteristics of the reduction-fired copper red glaze's sections are analyzed using an optical microscope, Raman spectroscopy, scanning electron microscopy (SEM) and energy dispersive x-ray spectroscopy (EDX). The sections observed using an optical microscope are divided into domains of surface, red-bubble, and red band. According to the Raman micro spectroscopy analysis results, the major characteristic peak is identified as silicate in all three domains, and the intensity of $Cu_2O$ increases toward the red band. In addition, it is confirmed that the most abundant CuO exists in the glaze bubbles. Moreover, CuO and $Cu_2O$ exist as fine particles in a dispersed state in the surface domain. Thus, Cu combined with oxygen is distributed evenly throughout the copper red glaze, and $Cu_2O$ is more concentrated toward the interface between body and glaze. It is also confirmed that CuO is concentrated around the bubbles. Therefore, it is concluded that the red coloration of the copper red glaze is revealed not only through metallic Cu but also through $Cu_2O$ and CuO.

• 센서학회지
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• 제33권3호
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• pp.139-146
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• 2024

Surface-enhanced Raman scattering (SERS) enables the detection of various types of π-conjugated biological and chemical molecules owing to its exceptional sensitivity in obtaining unique spectra, offering nondestructive classification capabilities for target analytes. Herein, we demonstrate an innovative strategy that provides significant machine learning (ML)-enabled predictive SERS platforms through surface-engineered graphene via complementary hybridization with Au nanoparticles (NPs). The hybridized Au NPs/graphene SERS platforms showed exceptional sensitivity (10^-7 M) due to the collaborative strong correlation between the localized electromagnetic effect and the enhanced chemical bonding reactivity. The chemical and physical properties of the demonstrated SERS platform were systematically investigated using microscopy and spectroscopic analysis. Furthermore, an innovative strategy employing ML is proposed to predict various analytes based on a featured Raman spectral database. Using a customized data-preprocessing algorithm, the feature data for ML were extracted from the Raman peak characteristic information, such as intensity, position, and width, from the SERS spectrum data. Additionally, sophisticated evaluations of various types of ML classification models were conducted using k-fold cross-validation (k = 5), showing 99% prediction accuracy.

• 천문학회보
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• 제32권1호
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• pp.88.2-88.2
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• 2007

• 전자공학회논문지SC
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• 제48권2호
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• pp.80-85
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• 2011

알츠하이머병(AD: Alzheimer's disease)과 파킨슨병(PD: Parkinson's disease)은 가장 흔한 퇴행성 뇌신경질환이다. 본 연구에서는 라만 스펙트럼을 이용하여 AD와 PD를 분류하기 위해 특징 추출하는 방법을 제안하였다. 혈소판으로부터 측정한 라만 스펙트럼에 먼저 smoothing을 적용한 다음 기준선의 왜곡을 제거하고 스펙트럼의 기준 피크를 중심으로 그 위치를 정렬하는 순서로 이루어진 전처리 과정을 적용하였다. 전처리 과정을 수행한 스펙트럼에서 AD와 PD를 구별할 수 있는 특징을 조사하였고 그 결과 743과 $757cm^{-1}$ 영역의 피크 비와 1248과 $1448cm^{-1}$ 영역의 피크 크기가 가장 변별력 있는 특징임을 확인하였다. 실험 결과에 따르면, 총 216개의 라만 스펙트럼에 대한 MAP(maximum a posteriori probability) 분류 실험에서 이 세 개의 특징만으로도 약 95.8%의 분류율을 보였다.

• 한국진공학회:학술대회논문집
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• 한국진공학회 2014년도 제46회 동계 정기학술대회 초록집
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• pp.203-203
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• 2014

Due to the electrical properties such as narrow bandgap and high carrier mobility, indium antimonide (InSb) has attracted a lot of attention recently. For the fabrication of electronic or photonic devices, an etching process is required. However, during etching process, enegetic ions can induce structural damages on the bombarded surface. Especially, InSb has a very weak binding energy between In atom and Sb stom, it can be easily damaged by impingement of ions. In the previous work, to evaluate the surface properties after Ar ion beam etching, the plasma-induced structural damage on the etched InSb(100) surface had been examined by resonant Raman spectroscopy. As a result, we demonstrated the relation between the enhanced transverse optical(TO) peak in the Raman spectrum and the ion-induced structral damage near the InSb surface. In this work, the annealing effect on the etched InSb(100) surface has investigated. Annealing process was performed at $450^{\circ}C$ for 10 minute under antimony ambient. As-etched InSb(100) surface had shown a strongly enhanced TO scattering intensity in the Raman spectrum. However, the annealing process with antimony flowing caused the intensity to recover due to the structural reordering and the reduction of antimony vacancies. It proves that the origin of enhanced TO scattering is Sb vacancies. Furthermore, it shows that etching-induced damage can be cured effectively by the following annealing process under Sb ambient.

• 전자공학회논문지SC
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• 제47권4호
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• pp.40-46
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• 2010

본 논문은 혈소판으로부터 측정한 라만 스펙트럼을 알츠하이머병(AD: Alzheimer's Disease) 진단에 사용하는 연구에 관한 것이다. 실험에 사용한 라만 스펙트럼은 다음과 같은 몇 가지 전처리 과정을 거친 다음 분류기를 이용하여 질병의 유무를 판별하였다. 먼저 스펙트럼은 간단한 smoothing을 거친 다음 스펙트럼의 각 피크 크기를 쉽게 측정할 수 있도록 기준선 (baseline)의 왜곡을 차감하였고, 그 다음 기준 피크를 중심으로 그 위치를 정렬한다. 이와 같은 전처리 과정을 수행한 라만 스펙트럼으로부터 AD과 정상상태(NOR: normal)를 구분할 수 있는 특징을 조사하였는데 그 결과 여러 피크들 중 743과 757 $cm^{-1}$ 영역의 피크 비와 1658 $cm^{-1}$ 영역의 피크 크기가 AD와 NOR 스펙트럼에서 가장 변별력 있는 특징을 나타내는 것을 확인하였다. 이 특징들을 MAP(maximum a posteriori)와 MLP(multi-layer perceptron) 분류기에 사용하여 총 278개의 스펙트럼에 적용한 결과 MLP에서 평균 약 95.5%의 분류율을 보였다. 이 결과는 혈소판 라만 스펙트럼이 알츠하이머병 진단에 매우 효과적으로 사용될 수 있음을 보여준다.

• 대한전기학회:학술대회논문집
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• 대한전기학회 1999년도 하계학술대회 논문집 E
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• pp.2447-2449
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• 1999

This paper presents a distributed temperature sensor which uses a multimode optical fiber. The temperature distribution is derived from the intensity of the Raman back scattering light. Testing the sensors on measurement length of 2km of this system shows good temperature characteristics of the heated/cooled section. These performance will useful to design such as monitoring abnormal temperature rise of electric facilities.

• 한국전기전자재료학회논문지
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• 제21권2호
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• pp.118-125
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• 2008

Single walled carbon nanotubes (SWCNTs) can be modified to produce a new concept of hybrid materials by introducing atoms or molecules inside their cylindrical empty space. Such an endohedral doping of the SWCNTs is expected to decisively alter their electronic transport and mechanical properties, In this study, we purified SWCNTs by three-step purification processes and formed the peapod structure by introducing $C_{60}$ fullerenes inside the SWCNTs. $C_{60}$ molecules were observed to be regularly arranged by transmission electron microscopy. In Raman spectra, the radial breathing mode (RBM) rather than the other modes was significantly affected by the endohedral injection of $C_{60}$. The RBM intensity was more greatly reduced in the large-diameter SWCNTs than the small-diameter ones, Raman spectroscopy is expected to be a key technique for analyzing $C_{60}$-encapsulated SWCNTs.

• 한국세라믹학회지
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• 제56권3호
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• pp.291-297
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• 2019

Pyrolytic carbon (PyC) layers were deposited using methane. The PyC layer deposited with 5% methane showed highly textured graphite, while that deposited using 100% methane showed low textured graphite. The degrees of anisotropy of the carbon layers were measured using an X-ray diffractometer, a transmission electron microscope, and a Raman spectroscope, and the results were compared with those reported previously. The orientation angles obtained from the fast Fourier transformation of the high-resolution transmission electron microscopy images and the I_D/I_G intensity ratios obtained from the Raman spectra were used to evaluate the anisotropy of the PyC layers.

• 분석과학
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• 제17권1호
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• pp.16-22
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• 2004

Inclusion complexes of the p-nitrophenol with ${\beta}$-cyclodextrin (CD), sulfated ${\beta}$-CD, and ${\beta}$-CD polymer cross-linked with epichlorohydrine (EP) were prepared and characterized by Raman spectroscopy. The intensity of vibration peaks of the C-O and C-N at 1284 and $856cm^{-1}$ of the p-nitrophenol in the presence of EP-linked CD polymer was remarkably increased, respectively. The vibration modes at 1284 and $856cm^{-1}$ are assigned to the out-of phase C-C-O stretching mode and the C-N stretching mode, respectively. The vibration peaks at 1284 and $856cm^{-1}$ increased with increasing the content of EP-linked CD polymers, while decreased with increasing the p-nitrophenol content. Furthermore, the vibration mode of the $NO_2$ symmetric stretch at $1344cm^{-1}$ enhanced with increasing the content of p-nitrophenol.