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Dataset . 2022
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Dataset . 2022
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Dataset: A phase field model combined with genetic algorithm for polycrystalline hafnium zirconium oxide ferroelectrics

Authors: Sugathan, Sandeep; Thekkepat, Krishnamohan; Bandyopadhyay, Soumya; Kim, Jiyoung; Cha, Pil-Ryung;

Dataset: A phase field model combined with genetic algorithm for polycrystalline hafnium zirconium oxide ferroelectrics

Abstract

The folder includes generated data MATLAB scripts to read/plot the polarization-electric field (PE) hysteresis curves. The dataset contains phase field generated polycrystalline grain structure, simulated domain structures during polarization reversal, and symmetric PE curves (measured and simulated). Polycrystalline grain structures: The output files are in the *.txt format, readable by MTEX to generate orientation maps. Column(1) Column(2) Column(3) Column(4) Column(5) X Y φ(rad) θ(rad) 𝜓(rad) ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... Domain structures: The output files are in the *.csv format, which can be visualized by programs like ParaView. Column(1) Column(2) Column(3) Column(4) X Y Z P ... ... ... ... ... ... ... ... ... ... ... ... PE curves: The output files are in the *.txt format, readable by MATLAB. Column(1) Column(2) E(MV/cm) P(μC/cm²) ... ... ... ... ... ... List of datasets:- Fig. 1: pecurves/calib_func1.txt (Calibrated p(e)), pecurves/measpe_hf50.txt (Measured PE curve), pecurves/simpe_calib.txt (Simulated PE curve). Fig. 2(a): polcr_struc/xy_col.txt (XY top view), polcr_struc/yz_col.txt (YZ side view), polcr_struc/xz_col.txt (ZX side view) Fig. 2(b): pecurves/simpe_gaopt.txt (Simulated PE curve), pecurves/measpe_hf50.txt (Measured PE curve). Fig. 3: pecurves/calib_func.txt (Calibrated p(e)), pecurves/gaopt_func.txt (GA optimized p(e)). Fig. 5: pecurves/simpe_gaopt.txt (Case 1), pecurves/simpe_elast.txt (Case 2). Fig. 4(e): dom_struc/dom_profile1.csv, (f) dom_struc/dom_profile2.csv, (g) dom_struc/dom_profile3.csv, (h) dom_struc/dom_profile4.csv, (m) dom_struc/dom_profile5.csv, (n) dom_struc/dom_profile6.csv, (o) dom_struc/dom_profile7.csv, (p) dom_struc/dom_profile8.csv Fig. 6: pecurves/simpe_gaopt.txt (GA fit coefficients), pecurves/simpe_ldc1.txt (Set 1), pecurves/simpe_ldc2.txt (Set 2). Fig. 7(a): pecurves/simpe_gaopt.txt (𝝂₀ = 1.0), pecurves/simpe_fr80.txt (𝝂₀ = 0.8), pecurves/simpe_fr50.txt (𝝂₀ = 0.5). Fig. 7(b): pecurves/measpe_hf50.txt (Hf₀.₅Zr₀.₅O₂), pecurves/measpe_hf75.txt (Hf₀.₇₅Zr₀.₂₅O₂). Fig. 8: pecurves/simpe_fr38.txt (Simulated PE curve), pecurves/measpe_hf75.txt (Measured PE curve). Fig. 9: pecurves/simpe_gaopt.txt (Random non-textured), pecurves/simpe_tex001.txt ([001] fiber textured), pecurves/simpe_tex111.txt ([111] fiber textured). Fig. 10(a): polcr_struc/xy_equ.txt (XY top view), polcr_struc/yz_equ.txt (YZ side view), polcr_struc/xz_equ.txt (ZX side view) Fig. 10(b): pecurves/simpe_colmor.txt (Columnar grain microstructure), pecurves/simpe_equmor.txt (Equiaxed grain microstructure). List of MATLAB scripts: Fig 1: matlab_scripts/fig1.m Fig 2(b): matlab_scripts/fig2b.m Fig 3: matlab_scripts/fig3.m Fig 5: matlab_scripts/fig5.m Fig 6: matlab_scripts/fig6.m Fig 7(a): matlab_scripts/fig7a.m Fig 7(b): matlab_scripts/fig7b.m Fig 8: matlab_scripts/fig8.m Fig 9: matlab_scripts/fig9.m Fig 10(b): matlab_scripts/fig10b.m

Funding: This research was supported by National Research Foundation of Korea (NRF) grant funded by Ministry of Science and ICT (MSIT) of the Republic of Korea (Nos. NRF-2019R1A2C1089593, NRF-2020M3H4A3106736, NRF-2021M3H4A6A01045764) Paper: A phase field model combined with genetic algorithm for polycrystalline hafnium zirconium oxide ferroelectrics DOI: https://doi.org/10.1039/d2nr02678c

Keywords

hzo, phase-field, ferroelectrics, genetic algorithm, Landau coefficients

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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