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README.md
@@ -86,8 +86,8 @@ core.
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> [!NOTE]
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> The batch dimension $M$ enumerates independent samples (e.g.,
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> sensor scans, simulations, ensemble members) but you get to define
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-> what “one sample” is: a single pixel, a spectrum, a scan line, or
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-> a spatiotemporal cubelet. Uncertaintyx treats that single sample as
+> what “one sample” is: a single pixel value, a spectrum, a scan line,
+> or a spatiotemporal cubelet. Uncertaintyx treats that single sample as
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> a tensor $x$, and the framework scales it to a batch $X$ of $M$ such
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> samples. Many remote‑sensing workflows implicitly assume “one sample
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> is one pixel”, but this is often an oversimplification that obscures
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