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    請使用永久網址來引用或連結此文件: https://ir.lib.ncu.edu.tw/handle/987654321/110414


    題名: 利用交叉偏振波濾波與基於機器學習脈衝診斷提升雙CPA前端架構之中央大學一百兆瓦雷射系統時間對比;Temporal Contrast Enhancement of the NCU 100-TW Laser System through a Double-CPA Front End Incorporating Cross-Polarized Wave Filtering and Machine-Learning Pulse Diagnostics)
    作者: 楊世帆;YANG, SHIH-FAN
    貢獻者: 物理學系
    關鍵詞: 超強雷射;雙啁啾脈衝放大;交叉偏振波濾波;脈衝色散量測;卷積神經網路;Ultra-intense laser;Double CPA;Cross-Polarized Wave generation (XPW);Pulse dispersion retrieval;Convolutional Neural Network (CNN)
    日期: 2026-07-13
    上傳時間: 2026-10-20 15:40:06 (UTC+8)
    出版者: 國立中央大學
    摘要: 超快、高強度的雷射系統是驅動先進雷射電漿交互作用的關鍵工具,例如靶背鞘層加速(Target-Normal Sheath Acceleration, TNSA)與輻射壓加速(Radiation Pressure Acceleration, RPA)。這些應用需要極佳的時間對比度(temporal contrast),以防止固態靶材在主脈衝到達前發生預游離(pre-ionization)。在國立中央大學(NCU)原有的100-TW 雷射系統,其時間對比度約為 3.2 × 10−8,需要進一步提升以支援高敏感度的高強場實驗。為了克服此限制並同時縮短脈衝寬度,本論文提出了結合交叉偏振波(Cross-Polarized Wave, XPW)與雙重啁啾脈衝放大(Double CPA)的前端系統之設計、建置與特性量測。

    在前端系統的設計中,環形再生放大器利用共振腔內的光譜整形濾波器 (Spectra Shaping Filter) 來抵消增益窄化效應(gain narrowing),從而顯著增寬放大後的雷射脈衝光譜。雷射脈衝隨後被導入使用氟化鋇晶體(BaF2)的 XPW 非線性時間濾波器中,進一步增寬光譜並抑制預脈衝的產生。此外,精確的色散控制對於實現轉換極限(transform-limited)脈衝至關重要。因此,本研究提出了一種透過雙輸入卷積神經網路(CNN)模型,直接從單發自相關儀(SSA)的軌跡獲得高階色散係數之方法,並避免了傳統相位反演演算法的限制。

    實驗特性量測顯示,NCU 100-TW 雷射系統的效能獲得了顯著提升。光譜整形濾波器的使用成功將環形再生放大器的頻寬從 28.5 nm 增寬至 51.7 nm。經過 XPW 過程後,輸出光譜頻寬進一步擴展至 67.3 nm,且時間對比度提升了超過三個數量級。雷射系統經過升級後最終的壓縮脈衝寬度縮短至 37 fs,並具有 40 nm 的光譜頻寬,且在-350 ps 至 -250 ps 的範圍內,時間對比度達到了 2.7 × 10−10。

    這些結果證實了結合交叉偏振波 (XPW) 與雙重啁啾脈衝放大 (Double CPA) 的前端系統能有效的抑制預脈衝的產生,同時支援更寬的頻寬以產生更短的脈衝。此次NCU 100-TW 雷射系統的升級,為未來需要高時間對比度的高強度雷射電漿交互作用實驗,建立了一個更優良的平台。;Ultrafast, high-intensity lasers are critical tools for frontier study research based on laser-matter interaction, such as Target-Normal Sheath Acceleration (TNSA) and Radiation Pressure Acceleration (RPA). These applications require high temporal contrast quality to prevent the pre-ionization of solid targets before the arrival of the main pulse. The original 100-TW laser system at the National Central University (NCU) exhibited a temporal contrast of approximately 3.2 × 10−8, which required improvement to support highly sensitive high-field experiments. To overcome this limitation and simultaneously shorten the pulse duration, this thesis presents the design, implementation, and characterization of a Double Chirped-Pulse Amplification (CPA) front-end integrated with Cross-Polarized Wave (XPW) generation.

    In the front-end, a ring regenerative amplifier was constructed with an intra-cavity spectral shaping filter to counteract gain narrowing, significantly broadening the seed spectrum. The pulse is then directed into an XPW nonlinear temporal filter utilizing BaF2 crystals, which suppresses pre-pulses and further broadens the spectrum. Furthermore, precise dispersion control is essential for achieving transform-limited pulses. Therefore, a dual-input Convolutional Neural Network (CNN) model is proposed to retrieve high-order dispersion coefficients directly from Single-Shot Autocorrelation (SSA) traces, bypassing the limitations of traditional phase retrieval algorithms.

    Experimental characterization reveals significant enhancements in the performance of the NCU 100-TW laser system. The use of spectral shaping filter successfully broadened the bandwidth of the regenerative amplifier from 28.5 nm to 51.7 nm. With the XPW process, the output spectral bandwidth further expanded to 67.3 nm and the temporal contrast was enhanced by over three orders of magnitude. Following the upgrade, the compressed pulse duration was reduced to 37 fs with a 40 nm spectral bandwidth, and the temporal contrast effectively enhanced by two orders of magnitude and reached 2.7×10−10 in the -350 ps to -250 ps range.

    These results confirm that the Double CPA front-end effectively enhances the temporal profile while supporting broader bandwidths for shorter pulse generation. This upgrade for the NCU 100-TW laser system establishes a better platform for future high-intensity laser-plasma interaction experiments requiring extreme pulse quality.
    顯示於類別:[物理研究所] 博碩士論文

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