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@@ -26,8 +26,11 @@ The repository contains a total of **1,277 experimental pXRD patterns**, includi
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  All diffraction patterns have been **preprocessed** to ensure data quality, including:
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- * Selection of **low-noise patterns** with **well-resolved and narrow diffraction peaks**
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- * **Background fitting and subtraction** to reduce baseline effects
 
 
 
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@@ -35,7 +38,11 @@ All diffraction patterns have been **preprocessed** to ensure data quality, incl
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  This dataset is **fully open for research use**. However, due to experimental variability and limitations in labeling, the **absolute ground-truth accuracy of all samples cannot be strictly guaranteed**.
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- For **benchmarking, validation, or standard testing**, we recommend using well-established reference datasets such as **standard opXRD releases** or the **RRUFF database**.
 
 
 
 
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  All diffraction patterns have been **preprocessed** to ensure data quality, including:
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+ * Only **low-noise diffraction patterns** with **well-resolved and narrow peaks** were retained.
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+ * **Batch background fitting and subtraction** were applied using **simple linear interpolation** to reduce baseline effects.
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  This dataset is **fully open for research use**. However, due to experimental variability and limitations in labeling, the **absolute ground-truth accuracy of all samples cannot be strictly guaranteed**.
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+ For **benchmarking, validation, or standardized testing**, we more recommend using **carefully curated reference datasets**, such as the **standard [opXRD]((https://zenodo.org/records/14254270)) releases** or the **[RRUFF](https://www.rruff.net/) database**.
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