• 제목/요약/키워드: Optical glass

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Refractive-index Prediction for High-refractive-index Optical Glasses Based on the B2O3-La2O3-Ta2O5-SiO2 System Using Machine Learning

  • Seok Jin Hong;Jung Hee Lee;Devarajulu Gelija;Woon Jin Chung
    • Current Optics and Photonics
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    • 제8권3호
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    • pp.230-238
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    • 2024
  • The refractive index is a key material-design parameter, especially for high-refractive-index glasses, which are used for precision optics and devices. Increased demand for high-precision optical lenses produced by the glass-mold-press (GMP) process has spurred extensive studies of proper glass materials. B2O3, SiO2, and multiple heavy-metal oxides such as Ta2O5, Nb2O5, La2O3, and Gd2O3 mostly compose the high-refractive-index glasses for GMP. However, due to many oxides including up to 10 components, it is hard to predict the refractivity solely from the composition of the glass. In this study, the refractive index of optical glasses based on the B2O3-La2O3-Ta2O5-SiO2 system is predicted using machine learning (ML) and compared to experimental data. A dataset comprising up to 271 glasses with 10 components is collected and used for training. Various ML algorithms (linear-regression, Bayesian-ridge-regression, nearest-neighbor, and random-forest models) are employed to train the data. Along with composition, the polarizability and density of the glasses are also considered independent parameters to predict the refractive index. After obtaining the best-fitting model by R2 value, the trained model is examined alongside the experimentally obtained refractive indices of B2O3-La2O3-Ta2O5-SiO2 quaternary glasses.

광 송수신기 연결을 위한 유리집적광학 평면 광 회로 제작 (Fabrication of Planar Lightwave Circuits for Optical Transceiver Connection using Glass Integrated Optics)

  • 강동성;전금수;김희주;반재경
    • 대한전자공학회논문지SD
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    • 제38권6호
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    • pp.412-419
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    • 2001
  • 본 논문에서는 유리집적광학을 이용하여 채널 도파로, Y-분리기, CWDM 등의 개별소자와 이들을 하나의 유리기판위에 평면형으로 집적하겨 제작함으로써 1.31/1.55㎛ CWDM(Coarse Wavelength Division Multiplexing) 및 1.55㎛ 대역 DWDM (Dense WDM) 수동 광 망에 적용할 수 있도록 하였다. CWDM에 적용한 결과, 1.55㎛ 파장에서는 30㏈, 1.31㎛ 파장에서는 15㏈ 이상의 교차 비를 얻을 수 있었다.

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인공치관용 알루미나/지르코니아-유리 복합체의 기계적 및 광학적 특성 (Mechanical and optical properties of alumina/zirconia-glass dental crown composites)

  • 이득용;장주웅
    • 한국결정성장학회지
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    • 제13권3호
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    • pp.99-104
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    • 2003
  • 용융침투법으로 알루미나/지르코니아-유리 복합체를 제조하여 지르코니아 첨가가 복합체의 기계적 및 광학적 특성과 유리 침투 kinetic에 미치는 영향을 조사하였다. 유리 침투시간이 증가할수록 침투깊이는 Washburn식에 의한 포물선관계로 증가하였으며 침투 상수인 K는 기공 크기의 함수로 지르코니아 첨가량이 증가할수록 기공 크기의 감소로 감소하였다. 지르코니아 양이 증가함에 따라 명도($L^*$)는 증가하지만 유리 침투 상수(K), 투과율(transmittance), 채도($C^*$)가 감소하였다. 지르코니아가 15 wt% 첨가될 때까지 알루미나/지르코니아-유리 복합체의 인성값 증가를 보였지만 기공률의 증가로 인하여 기계적 특성 향상에는 크게 기여하지 않았다.

광섬유 대량생산용 인출퍼니스 내 유리섬유 인출공정의 전산해석 (COMPUTATIONAL STUDY OF GLASS FIBER DRAWING PROCESS IN A DRAW FURNACE OF OPTICAL FIBER MASS MANUFACTURING SYSTEM)

  • 김경진;곽호상;김동주
    • 한국전산유체공학회지
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    • 제18권4호
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    • pp.69-73
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    • 2013
  • Mass manufacturing of optical fiber includes the process of very thin glass fiber drawing by heating and softening the high purity silica preform and applying the draw tension on the softened tip of preform neck-down profile in a draw furnace. In this computational study, this process is numerically modeled with simplified geometry of the draw furnace which is comprised of essential parts such as concentric graphite heater, muffle tube, and insulation surrounding the heater. The iterative computational scheme is employed between one-dimensional model of neck-down profile prediction and two-dimensional axisymmetric thermo-fluid CFD computation of radiative heating and working gas convection. The computational results show the experimentally observed neck-down profile in heated section of preform, while yielding the reasonable values of draw tension and heater wattage. Also, this study analyzes and discusses the effects of heating conditions such as heater length and temperature on several important aspects of glass fiber drawing process.

ZnO 분말 타겟을 스퍼터링하여 Glass 기판위에 증착한 ZnO 박막의 구조적, 광학적 특성 (Structural and Optical Properties of ZnO/Glass Thin Films Grown by Radio-Frequency Magnetron Sputtering with a Powder Target)

  • 선정호;강현철
    • 한국진공학회지
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    • 제18권5호
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    • pp.394-401
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    • 2009
  • 본 논문은 ZnO 분말 타겟을 스퍼터링하여 glass 기판 위에 증착한 ZnO 박막의 구조적, 광학적 특성을 보고한다. 소결된 ZnO ceramic target을 사용하는 보통의 radio-frequency magnetron sputtering과 달리 본 연구에서는 전처리과정이 필요하지 않은 ZnO 분말 target을 사용하였다. ZnO 박막은 wurtzite (0002) 우선배향면으로 성장하였다. 초기의 ZnO 박막은 매우 평평한 층구조로 증착되었고, 두께가 증가함에 따라 섬구조로 전이하였다. 400-1000 nm 광원에 대하여 평균 88% 이상의 광투과도를 나타내었으며, 220 nm 시편의 경우, 3.23 eV의 near bandedge emission 흡수단을 측정하였다.

Transcription Characteristics of Mold Surface Topography in the Molding of Aspherical Glass Lenses

  • Cha, Du-Hwan;Hwang, Yeon;Kim, Jeong-Ho;Kim, Hye-Jeong
    • Journal of the Optical Society of Korea
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    • 제13권2호
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    • pp.213-217
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    • 2009
  • The transcription characteristics of the mold surface in the molding of aspherical glass lenses for camera phone modules have been investigated experimentally. The surface topographies of both the form and the roughness were compared between the mold and the molded lens. For the form topography, the molded lens showed a transcription ratio of 93.4% against the mold, which is obtained by comparing the form error (PV) values of the mold and the molded lens. The transcription characteristics of the roughness topography were ascertained by bearing ratio analysis.

폴리머 기판상에 제작한 Indium Zinc Oxide 박막의 특성 (Characteristics of Indium Zinc Oxide thin films deposited on polymer substrate)

  • 임유승;김상모;이원재;김경환
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2008년도 하계학술대회 논문집 Vol.9
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    • pp.405-406
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    • 2008
  • The amorphous indium zinc oxide (IZO) thin films were deposited on polyethersulfone (PES) and glass substrates by facing targets sputtering. IZO thin films deposited as functions of gas flow ratio on PES and glass substrates, respectively. The electrical, optical and structural properties of IZO thin films were evaluated by a Hall Effect Measurement, an X-Ray Diffractormeter, UV/VIS spectrometer in visible range and a scanning electron microscopy, respectively. As-deposited IZO thin films exhibited resistivity of $5.4\times10^{-4}$ and $4.5\times10^{-4}$ [$\Omega$-cm] on PES and glass substrates, respectively. The optical transmittance showed over 85% in the visible region on PES and glass substrates.

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In Vitro Biocompatibility Test of Multi-layered Plasmonic Substrates with Flint Glasses and Adhesion Films

  • Kim, Nak-Hyeon;Byun, Kyung Min;Hwang, Seoyoung;Lee, Yena;Jun, Sang Beom
    • Journal of the Optical Society of Korea
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    • 제18권2호
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    • pp.174-179
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    • 2014
  • Since in vitro neural recording and imaging applications based on a surface plasmon resonance (SPR) technique have expanded dramatically in recent years, cytotoxicity assessment to ensure the biosafety and biocompatibility for those applications is crucial. Here, we report the cytotoxicity of the SPR substrate incorporating a flint glass whose refractive index is larger than that of a conventional crown glass. A high refractive index glass substrate is essential in neural signal detection due to the advantages such as high sensitivity and wide dynamic range. From experimental data using primary hippocampal neurons, it is found that a lead-based flint glass is not appropriate as a neural recording template although the neuron cells are not directly attached to the toxic glass. We also demonstrate that the adhesion layer between the glass substrate and the gold film plays an important role in achieving the substrate stability and the cell viability.

Assessing the Refractive Index of Glass Beads for Use in Road-marking Applications via Retroreflectance Measurement

  • Shin, Sang Yeol;Lee, Ji In;Chung, Woon Jin;Cho, Sung-Hoon;Choi, Yong Gyu
    • Current Optics and Photonics
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    • 제3권5호
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    • pp.415-422
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    • 2019
  • Retroreflection of vehicle headlights, as induced by spherical glass beads, is a key optical phenomenon that provides road-surface markings with greatly enhanced visibility, thus better securing a driver's safety in the nighttime as well as in unclear daytime. Retroreflectance of glass beads is a quite sensitive function of their refractive index, so that measurement of the refractive index of glass specifically in the shape of spherical beads needs to be performed within a reasonable uncertainty that is tolerable for road-marking applications. The Becke line method has been applied in assessing refractive index of such glass beads as e.g. an industrial standard in the Republic of Korea; however, the reference refractive-index liquids are not commercially available these days for refractive index greater than 1.80 due to the toxicity of the constituent materials. As such, high-refractive-index glass beads require an alternate method, and in this regard we propose a practically serviceable technique with uncertainty tantamount to that of the Becke line method: Based on comparison of calculated and measured retroreflectance values of commercial glass beads, we discover that their refractive index can be determined with reasonable precision via the retroreflectance measurement. Specifically, in this study the normalized retroreflectance originating from a single glass sphere is computed as a function of refractive index using the Fresnel equations, which is then validated as coinciding well with retroreflectance values measured from actual specimens, i.e. glass-bead aggregates. The uncertainties involved are delineated in connection with radius and imperfections of the glass beads.