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http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/97529完整後設資料紀錄
| DC 欄位 | 值 | 語言 |
|---|---|---|
| dc.contributor.advisor | 朱士維 | zh_TW |
| dc.contributor.advisor | Shi-Wei Chu | en |
| dc.contributor.author | 林子婷 | zh_TW |
| dc.contributor.author | Zi-Ting Lin | en |
| dc.date.accessioned | 2025-07-02T16:19:08Z | - |
| dc.date.available | 2025-07-03 | - |
| dc.date.copyright | 2025-07-02 | - |
| dc.date.issued | 2025 | - |
| dc.date.submitted | 2025-06-17 | - |
| dc.identifier.citation | Reference:
1. Ma, Z. & Seiler, D. G. Metrology and Diagnostic Techniques for Nanoelectronics. (CRC Press, 2017). 2. Erni, R., Rossell, M. D., Kisielowski, C. & Dahmen, U. Atomic-resolution imaging with a sub-50-pm electron probe. Phys. Rev. Lett. 102, 096101 (2009). 3. Custance, O., Perez, R. & Morita, S. Atomic force microscopy as a tool for atom manipulation. Nat Nanotechnol. 4, 803–810 (2009). 4. Brodusch, N., Demers, H. & Gauvin, R. Field Emission Scanning Electron Microscopy: New Perspectives for Materials Characterization. (Springer, 2017). 5. Nguyen, D. T. et al. Super-resolution fluorescence imaging for semiconductor nanoscale metrology and inspection. Nano Lett. 22, 10080–10087 (2022). 6. Luo, H. et al. Self-sensing scanning superlens for three-dimensional noninvasive visible-light nanoscale imaging on complex surfaces. Nano Lett. 23, 4311–4317 (2023). 7. Duh, Y.-S. et al. Giant photothermal nonlinearity in a single silicon nanostructure. Nat. Commun. 11, 4101 (2020). 8. Daunois, A. & Aspnes, D. E. Electroreflectance and ellipsometry of silicon from 3 to 6 eV. Phys. Rev. B, 18, 1824-1839 (1978). 9. Zheng, G., Horstmeyer, R. & Yang, C. Wide-field, high-resolution Fourier ptychographic microscopy. Nature Photon 7, 739–745 (2013). 10. Mayerich, D. & Sun, R. Superresolution image processing. In Microscope Image Processing (Academic Press, 2023). 11. Yu, B. et al. FinFET scaling to 10 nm gate length. In Digest of Technical Papers. International Electron Devices Meeting (IEEE, 2003). 12. Jagtap, S. M. & Gond, V. J. Study the performance parameters of novel scale FINFET device in nm region. In 2017 International Conference on Electronics, Communication and Aerospace Technology (ICECA) (IEEE, 2017). 13. Beyond the diffraction limit [Editorial] Nat. Photonics 3, 361 (2009). 14. Vicidomini, G., Bianchini, P. & Diaspro, A. STED super-resolved microscopy. Nat. Methods 15, 173–182 (2018). 15. Rust, M. J., Bates, M. & Zhuang, X. Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM). Nat. Methods 3, 793–795 (2006). 16. Shroff, H., White, H. & Betzig, E. Photoactivated localization microscopy (PALM) of adhesion complexes. Curr. Protoc. Cell Biol. 58, Ch. 4.21.1-4.21.28 (2013). 17. Fujita, K., Kobayashi, M., Kawano, S., Yamanaka, M. & Kawata, S. High-resolution confocal microscopy by saturated excitation of fluorescence. Phys. Rev. Lett. 99, 238105 (2007). 18. Ravikumar, V. K. et al. Super-resolution laser probing of integrated circuits using algorithmic methods. Nat. Commun. 13, 5155 (2022). 19. Chu, S.-W. et al. Measurement of a saturated emission of optical radiation from gold nanoparticles: application to an ultrahigh resolution microscope. Phys. Rev. Lett. 112, 017402 (2014). 20. Tang, Y.-L. et al. Mie-enhanced photothermal/thermo-optical nonlinearity and applications on all-optical switch and super-resolution imaging. Opt. Mater. Express 11, 3608–3626 (2021). 21. Nishida, K., Deka, G., Smith, N. I., Chu, S.-W. & Fujita, K. Nonlinear scattering of near-infrared light for imaging plasmonic nanoparticles in deep tissue. ACS Photonics 7, 2139–2146 (2020). 22. Tsoulos, T. V. & Tagliabue, G. Self-induced thermo-optical effects in silicon and germanium dielectric nanoresonators. Nanophotonics 9, 3849–3861 (2020). 23. Tonkaev, P. & Kivshar, Y. High-Q Dielectric Mie-Resonant Nanostructures (Brief Review). JETP Letters 112, 615–622 (2020). 24. Dong, Z. et al. Ultraviolet Interband Plasmonics with Si Nanostructures. Nano Lett. 19, 8040–8048 (2019). 25. Philipp, H. R. & Ehrenreich, H. Optical Properties of Semiconductors. Phys. Rev. 129, 1550 (1963). 26. Lee, B.-R. et al. Deep‐UV silicon polaritonic metasurfaces for enhancing biomolecule autofluorescence and two‐dimensional material double‐resonance Raman scattering. Adv. Funct. Mater. 35, 2402439 (2025). 27. Young, A. T. Rayleigh scattering. Appl. Opt. 20, 533–535 (1981). 28. Nawa, Y. et al. Saturated excitation microscopy using differential excitation for efficient detection of nonlinear fluorescence signals. APL Photonics 3, 080805 (2018). 29. Yamanaka, M. et al. Saturated excitation of fluorescent proteins for subdiffraction-limited imaging of living cells in three dimensions. Interface focus 3, 20130007 (2013). 30. Sivan, Y. & Chu, S.-W. Nonlinear plasmonics at high temperatures. Nanophotonics, 6, 317–328 (2017). 31. Nagasaki, Y. Structural color generation with silicon-based Mie resonators. PhD thesis, Osaka Univ. (2022). 32. Hergert, W. & Wriedt, T. The Mie Theory: Basics and Applications. (Springer, 2012). 33. Grandy, W. T. Scattering of Waves from Large Spheres. (Cambridge Univ. Press, 2000). 34. Burlak, G. N. The Classical and Quantum Dynamics of the Multispherical Nanostructures. (Nova Science Publishers, 2004). 35. Davis, E. J. & Schweiger, G. The Airborne Microparticle. (Springer, 2002). 36. Kerker, M. The Scattering of Light and Other Electromagnetic Radiation. (Elsevier, 2016). 37. Maier, S. A. Plasmonics: Fundamentals and Applications. (Springer, 2007). 38. Bohren, C. F. & Huffman, D. R. Absorption and Scattering of Light by Small Particles. (Wiley, 1998). 39. Mayer, K. M. & Hafner, J. H. Localized surface plasmon resonance sensors. Chem. Rev. 111, 3828–3857 (2011). 40. Kittel, C. Introduction to Solid State Physics. (Wiley, 1956). 41. Low, T. et al. Polaritons in layered two-dimensional materials. Nat. Mater. 16, 182–194 (2017). 42. Jackson, J. D. Classical Electrodynamics. (Wiley, 1999). 43. Giannini, V., Zhang, Y., Forcales, M. & Gómez Rivas, J. Long-range surface polaritons in ultra-thin films of silicon. Opt. Express. 16, 19674–19685 (2008). 44. Yang, F., Sambles, J. R. & Bradberry, G. W. Long-range coupled surface exciton polaritons. Phys. Rev. Lett. 64, 559–562 (1990). 45. Toudert, J. & Serna, R. Interband transitions in semi-metals, semiconductors, and topological insulators: a new driving force for plasmonics and nanophotonics. Opt. Mater. Express 7, 2299-2325 (2017). 46. Hu, C. Modern Semiconductor Devices for Integrated Circuits. (Prentice Hall, 2010). 47. Lagois, J. & Fischer, B. Introduction to surface exciton polaritons. Festkörperprobleme 18, 197–216 (1978). 48. Amans, D. et al. Ellipsometric study of silicon nanocrystal optical constants. J. Appl. Phys. 93, 4173–4179 (2003). 49. Zallen, R. & Paul, W. Effect of pressure on interband reflectivity spectra of germanium and related semiconductors. Phys. Rev. 155, 703–711 (1967). 50. Cardona, M., Shaklee, K. L. & Pollak, F. H. Electroreflectance at a Semiconductor-Electrolyte Interface. Phys. Rev. 154, 696 (1967). 51. Oane, M., Mahmood, M. A. & Popescu, A. C. A state-of-the-art review on integral transform technique in laser–material interaction: Fourier and non-Fourier heat equations. Materials 14, 3906 (2021). 52. Liu, Y. & Zhang, X. Metamaterials: a new frontier of science and technology. Chem. Soc. Rev. 40, 2494–2507 (2011). 53. Jaysaval, P., Shantsev, D. & de la Kethulle de Ryhove, S. Fast multimodel finite-difference controlled-source electromagnetic simulations based on a Schur complement approach. Geophysics 79, E315–E327 (2014). 54. Archambeault, B., Brench, C. & Ramahi, O. M. The finite-difference time-domain method. In EMI/EMC Computational Modeling Handbook 35–70 (Springer, 2001). 55. Taflove, A., Oskooi, A. & Johnson, S. G. Advances in FDTD Computational Electrodynamics: Photonics and Nanotechnology. (Artech House, 2013). 56. Cheng, H.-Y. et al. Large optical modulation of dielectric Huygens’ metasurface absorber. Adv. Opt. Mater. 11, 2300102 (2023). 57. Marini, F. & Walczak, B. Particle swarm optimization (PSO). A tutorial. Chemometrics Intell. Lab. Syst. 149, 153–165 (2015). 58. Website. Yong, R [最佳化演算法]粒子群演算法Particle swarm optimization (PSO) (2021). 59. Website. https://machinelearningmastery.com/a-gentle-introduction-to-particle-swarm-optimization/ 60. Website. https://optics.ansys.com/hc/en-us/articles/360034922953-Optimization-utility. 61. Website. https://optics.ansys.com/hc/en-us/articles/360034382934-Tips-and-best-practices-when-using-the-FDTD-TFSF-source. 62. Nagasaki, Y., Suzuki, M. & Takahara, J. All-dielectric dual-color pixel with subwavelength resolution. Nano Lett. 17, 7500–7506 (2017). 63. Tseng, M. L. et al. Vacuum ultraviolet nonlinear metalens. Sci. Adv. 8, eabn5644 (2022). 64. van de Groep, J. & Polman, A. Designing dielectric resonators on substrates: combining magnetic and electric resonances. Opt. Express 21, 26285–26302 (2013). 65. Lautenschlager, P., Garriga, M., Vina, L. & Cardona, M. Temperature dependence of the dielectric function and interband critical points in silicon. Phys. Rev. B 36, 4821-4830 (1987). 66. Tang, Y.-L. et al. Multipole engineering by displacement resonance: a new degree of freedom of Mie resonance. Nat. Commun. 14, 7213 (2023). 67. Franta, D., Franta, P., Vohánka, J., Čermák, M. & Ohlídal, I. Determination of thicknesses and temperatures of crystalline silicon wafers from optical measurements in the far infrared region. J. Appl. Phys. 123, 185707 (2018). 68. Wu, H.-Y. et al. Ultrasmall all-optical plasmonic switch and its application to superresolution imaging. Sci. Rep. 6, srep24293 (2016). 69. de Jong, S. XWS 30 - Broadband plasma light source. https://www.isteq.nl/xws-30.php. 70. Off-Axis Parabolic Mirrors, UV-Enhanced Aluminum Coating. https://www.thorlabs.com/newgrouppage9.cfm?objectgroup_id=7002. 71. Burlak, G. N. The Classical and Quantum Dynamics of the Multispherical Nanostructures. (Imperial College Press, 2004). | - |
| dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/97529 | - |
| dc.description.abstract | 矽是被廣泛研究的材料,並由於其容易取得的特性以及和互補金屬氧化物半導體 (CMOS) 的相容性而被廣泛應用於半導體產業。半導體產業正致力於縮小芯片尺寸以形成具有更多功能的積體電路。隨著製造技術的提升以及生產的加速,我們需要新的顯微技術來更快地檢查半導體結構。一般業界所使用的掃描式電子顯微鏡(SEM)具有低吞吐量、僅能掃描樣品表面,所使用的高能電子束能量也容易傷害樣品表面,和傳統光學顯微鏡(OM)所具有的高吞吐量、三維樣品的觀測範圍,並和使用低能量的光照檢測相比,OM不但能避免對樣品造成更多損害同時也提供相較SEM大的觀測吞吐量。因此,隨著半導體尺寸日漸縮小至光學的繞射極限無法分辨時,電子顯微鏡反倒得以達成遠小於繞射極限的奈米解析度,因此我們需要超解析光學顯微技術,用以觀測奈米尺度的半導體晶片。
在2020年,我們通過結合飽和激發顯微鏡(SAX)和矽奈米結構的光學非線性,達成了132奈米的空間解析度。米氏共振有效加熱了矽奈米方塊,使之展現了比矽塊材大了五個數量級的等效光熱非線性指數n2,並在可見光區域達成了兩倍的解析度提升。在這篇研究裡面我們預期使用更短的波長來進一步突破繞射極限,以提高SAX的光學解析度。最近的研究揭示,在深紫外(DUV)波段光照射下,矽展現了表面極化子共振。在這項研究中,我們模擬了266奈米的紫外光激發下,矽奈米粒子基於表面極化子共振,所展現的光熱非線性效應。我們也最佳化矽奈米圓盤結構的半徑,達成6%的散射強度差異。我們預期這種非線性散射可以應用於SAX顯微鏡並提升至70奈米的解析度。 此外,我們製作了隨機排列的矽奈米圓盤樣品,並架設了一個配備了光偵測器的光學截斷器系統,以初步檢測非線性現象是否存在。經深紫外光譜儀檢測的矽樣品顯示在約270奈米處有共振峰。在實驗中,我們優化了系統的穩定性,以確保良好的可逆性。然而,重複性仍然存在爭議,因此未能於實驗上應證非線性的存在。而均一化的實驗數據顯示其趨勢更接近線性。因此,下一步仍需改善實驗系統,以驗證模擬的結果。 | zh_TW |
| dc.description.abstract | Silicon material has been widely studied due to its natural abundance and compatibility with complementary metal-oxide semiconductors (CMOS). The semiconductor industry strives to miniaturize chips and develop circuits with enhanced functionality. With the advancement of fabricating techniques and accelerating production, scanning electron microscopy (SEM)'s low throughput, surface-only scanning, and potential sample damage make it insufficient for high-demand semiconductor inspection, necessitating a faster alternative. In contrast, optical microscopes (OM) provide high throughput, a three-dimensional (3D) inspection range, and low-energy illumination, which avoids sample damage. However, OM is limited by the diffraction limit, thus, the resolution is typically 200 nm or worse. Therefore, the development of super-resolution optical microscopy that breaks through resolution limits is highly desired.
In 2020, by combining saturated excitation (SAX) microscopy and optical nonlinearity of a silicon nanostructure, our group achieved 132 nm lateral resolution. Silicon nanoblock with Mie resonance enhanced heating offers an equivalent photothermal nonlinear index n2 that is five orders larger than bulk silicon, and the nonlinearity provides more than two-fold resolution enhancement. To further enhance optical resolution by SAX, a shorter wavelength is explored in this work. Although silicon has a large imaginary refractive index below 300 nm that reduces the quality factor of resonance, recent studies have shown that silicon exhibits polaritonic resonance under deep ultraviolet (DUV) excitation. Here, we simulated the enhancement of photo-thermo-optical nonlinearity of a single silicon nanostructure excited at 266 nm wavelength based on polaritonic resonance. An optimized radius of a silicon nanodisk shows a backward scattering intensity difference as large as 17%. We expect this nonlinear scattering can be used in SAX microscopy and yield a 70 nm spatial resolution in the future. Additionally, we fabricated silicon nanodisks with diameters ranging from 65 nm to 75 nm and built a 266 nm laser light path equipped with a chopper to control exposure time and a photodetector to detect whether nonlinearity exists. The silicon sample inspected by a DUV spectroscope demonstrated a resonant peak at around 270 nm. Even though the system's stability was optimized to ensure good reversibility, reproducibility remains controversial. As a result, the experimental data failed to confirm whether nonlinearity was present. The normalized experimental data indicate a trend that is closer to linearity. The experiment needs further refinement to examine the simulation results. | en |
| dc.description.provenance | Submitted by admin ntu (admin@lib.ntu.edu.tw) on 2025-07-02T16:19:08Z No. of bitstreams: 0 | en |
| dc.description.provenance | Made available in DSpace on 2025-07-02T16:19:08Z (GMT). No. of bitstreams: 0 | en |
| dc.description.tableofcontents | 口試委員會審定書 i
致謝 ii 摘要 iv Abstract v Contents vii Figure List ix Table List xi Chapter 1. Introduction 1 1.1 Semiconductor observation: an introduction to imaging techniques 1 1.2 Super-resolution imaging based on silicon nonlinear scattering 2 1.3 SAX imaging in the DUV region based on silicon polaritonic resonance enhanced photo-thermo-optical nonlinearity 5 Chapter 2. Theory 8 2.1 Mie resonance: introduction to Mie theory 8 2.2 Types of surface polaritons (SPs) at the semiconductor-insulator surface 18 2.3 Photothermal nanophotonic nonlinear scattering 29 2.4 Differential-excitation saturated excitation (dSAX) microscopy 41 2.5 Finite-difference time-domain and finite element method 44 Chapter 3. Materials and Methods 52 3.1 Simulation strategy 52 3.1.1 Particle Swarm Optimization (PSO) method for size determination 53 3.1.2 Simulation Setup in Lumerical and COMSOL 57 3.1.3 Matching simulation results and analytical solutions 62 3.2 Experimental preparation 67 3.2.1 Layout of shuffled silicon nanoarrays 68 3.2.2 Fabrication process of shuffled silicon nanoarrays 70 3.2.3 Setup for spectrum measurement 73 3.2.4 The 266 nm setup for measuring photothermal nonlinear scattering 75 Chapter 4 Simulation results 78 4.1 Polaritonic resonance of a single silicon nanodisk on a quartz substrate in the DUV region 78 4.2 Optimization of the radius of a single silicon nanodisk in Lumerical 81 4.3 Photo-thermo-optical nonlinearity of a silicon nanodisk on quartz excited at 266nm 84 4.4. dSAX microscopy for resolution enhancement69 88 Chapter 5. Experimental results 91 5.1 Spectrum measurement in the DUV region 91 5.2 Photothermal nonlinearity experimental measurement 98 Chapter 6. Conclusion and future work 104 6.1 Conclusion 104 6.2 Future work 105 Reference 107 | - |
| dc.language.iso | zh_TW | - |
| dc.subject | 非線性光學 | zh_TW |
| dc.subject | 矽奈米光子學 | zh_TW |
| dc.subject | 光熱效應 | zh_TW |
| dc.subject | 深紫外光學 | zh_TW |
| dc.subject | silicon nanophotonics | en |
| dc.subject | DUV optics | en |
| dc.subject | nonlinear optics | en |
| dc.subject | photothermal effect | en |
| dc.title | 矽奈米粒子於深紫外區間所展現的非線性極化子散射和超解析顯微術的應用 | zh_TW |
| dc.title | Deep Ultraviolet Nonlinear Polaritonic Scattering of Silicon Nanostructure and Application to Super-resolution Optical Microscopy | en |
| dc.type | Thesis | - |
| dc.date.schoolyear | 113-2 | - |
| dc.description.degree | 碩士 | - |
| dc.contributor.coadvisor | 曾銘綸 | zh_TW |
| dc.contributor.coadvisor | Ming Lun Tseng | en |
| dc.contributor.oralexamcommittee | 張之威 | zh_TW |
| dc.contributor.oralexamcommittee | Chih-Wei Chang | en |
| dc.subject.keyword | 矽奈米光子學,深紫外光學,非線性光學,光熱效應, | zh_TW |
| dc.subject.keyword | silicon nanophotonics,DUV optics,nonlinear optics,photothermal effect, | en |
| dc.relation.page | 114 | - |
| dc.identifier.doi | 10.6342/NTU202501130 | - |
| dc.rights.note | 同意授權(全球公開) | - |
| dc.date.accepted | 2025-06-17 | - |
| dc.contributor.author-college | 理學院 | - |
| dc.contributor.author-dept | 物理學系 | - |
| dc.date.embargo-lift | 2025-07-03 | - |
| 顯示於系所單位: | 物理學系 | |
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