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研究生: 余祉蒝
Yu, Chih-Yuan
論文名稱: 鐵電材料的相場模擬
Phase field simulation of ferroelectric materials
指導教授: 齊孝定
Qi, Xiao-Ding
學位類別: 碩士
Master
系所名稱: 智慧半導體及永續製造學院 - 半導體封測學位學程
Program on Semiconductor Packaging and Testing
論文出版年: 2026
畢業學年度: 114
語文別: 中文
論文頁數: 148
中文關鍵詞: 相場模型金茲堡-朗道動力學方程半隱式傅立葉譜方法
外文關鍵詞: phase field simulation, Time Dependent Ginzburg-Landau equation
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  • 鐵電材料因其獨特的電疇翻轉動力學(domain switching dynamics),對下一代奈米電子學與能量儲存領域至關重要。為了改善微觀密度泛函數理論或巨觀模型的缺失,本研究建立了一個基於時變金茲堡-朗道方程的介觀相場框架,其中納入四種自由能包含朗道-戴馮賽爾(Landau-Devonshire)能、梯度能、彈性能及靜電能,用以觀察電疇隨時空的演化,為消除傳統有限差分法 (FDM)常見的時間步長限制與空間各向異性,本研究使用Python語言自編程式引入了半隱式傅立葉譜方法(SIFSM)將實空間中較為複雜的偏微分方程轉化為倒空間中的代數運算,並結合動態低通濾波算子確保了較高的計算效率與數值穩定性,最後透過功率譜密度(PSD)分析與貝索函數加權根據朗道展開係數(α,β,γ)的隨機模擬,評估了基於三種晶格扭曲的鈣鈦礦結構(即Pnma、R3c與P4bm)的弛豫鐵電體(RFs)數個重要物理性質,結果顯示,給定初始的電極化率(χ_0)為30.94時,由27% Pnma、52% R3c 及21% P4bm組成的混合相在能量儲存應用方面展現出最佳的弛豫鐵電行為,該弛豫鐵電體的奈米極化區域(PNRs)平均尺寸為5nm,計算出電滯曲線中的可回收儲能密度達到13.4 J/cm³和回收效率高達90.2%,此外本研究也計算了能量對極化強度的關係圖,結果顯示與典型鐵電體相比,弛豫鐵電體在二階導數為負的極化區域更為寬廣,因此在負電容應用上具有更高的潛力。

    Ferroelectric materials are vital for next-generation nanoelectronics and energy storage due to their unique domain switching dynamics. To bridge the gap between microscopic Density Functional Theory (DFT) and macroscopic models, this study establishes a mesoscopic phase-field framework based on the Time-Dependent Ginzburg-Landau (TDGL) equation, incorporating Landau-Devonshire, gradient, elastic, and electrostatic energies to capture spatiotemporal domain evolution. To eliminate time-step constraints and spatial anisotropy typical of Finite Differential Method (FDM), a Semi-Implicit Fourier Spectral Method (SIFSM) was implemented in Python, transforming spatial derivatives into frequency-domain algebraic operations with a dynamic low-pass filtering operator that ensured high computational efficiency and numerical stability. Finally, with Power Spectral Density (PSD) analysis and Bessel function weighting, a few important properties of the relaxor ferroelectrics (RFs) based on three distorted perovskite structures (i.e., Pnma, R3c & P4bm) were evaluated by random simulation of Landau Expansion Coefficients (α,β and γ). The results indicated that, with an initial electrical susceptibility (P⁄(ε_0 E)) of 30.94, a mixed phase with 27% Pnma, 52% R3c & 21% P4bm exhibited an optimal relaxor-ferroelectric (RF) behavior in terms of energy storage application. The average size of polar nanoregions (PNR) of such a RF was 5 nm, and the recoverable energy storage density was calculated to be 13.4 J/cm3 with a recovery efficiency of 90.2%. Furthermore, the energy vs. polarization plot was calculated. The result indicated that the polarization region for negative second-order derivative was wider for RFs compared to the typical ferroelectrics. So, they have a higher potential for negative capacitance applications.

    摘要 i Abstract ii 誌謝 viii 目錄 ix 表目錄 xi 圖目錄 xii 第一章 緒論 1 1-1 前言 1 1-2 研究動機與目的 2 第二章 理論基礎與文獻回顧 3 2-1鐵電材料的簡介 3 2-2鐵電性質的分類 5 2-3相場模擬概述 10 2-4不同成核模型的公式 14 2-5相場模擬中的數值求法與自由能泛涵 17 2-6 時間相關的金茲堡-朗道方程式 22 第三章 模擬的架構與說明 26 3-1相場模擬的材料特性 26 3-2模擬流程圖 26 3-3初始條件演化成電滯曲線 27 3-4準同型相界 28 3-5廣義的虎克定律 31 3-6電晶體中的次臨界擺幅(Subthreshold Swing)效應 37 3-7負電容電晶體 39 第四章 模擬公式的說明與推導 42 4-1自由能的展開式 42 4-2半隱式傅立葉方法的展開式 48 4-3電滯曲線的函數與模擬 49 4-4 負電容的模擬公式 56 第五章 結果與討論 60 5-1不同電滯曲線的參數模擬 60 5-2奈米極化區域的二維圖像 62 5-3多相共存組成比例的模擬 67 5-4負電容電晶體的模擬 75 第六章 結論 80 參考文獻 82 附錄 89 Fitting P-E loop (Ising model) 89 Different hysteresis loops 93 Polar nanoregions 103 Morphotropic Phase Boundary 119 Negative Capacitance 126

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