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A fractal is a geometric shape or mathematical structure with intricate detail at arbitrarily small scales. Fractals commonly exhibit self-similarity, meaning that parts resemble the whole when viewed at different magnifications. This similarity may be exact, approximate, statistical, or qualitative. Examples include the Mandelbrot set, Koch snowflake, Sierpiński carpet, and Menger sponge. A central feature of fractals is their fractal dimension, often measured using the Hausdorff dimension. Unlike ordinary geometric objects, fractals may have dimensions that are non-integer and greater than their topological dimensions, reflecting how efficiently they fill space as they scale. Many mathematical fractals are also irregular and nowhere differentiable, with patterns that continue to reappear at increasingly fine scales. Because the term is difficult to define universally, fractals are generally characterized by a combination of self-similarity, fine-scale detail, unusual scaling, and geometric irregularity.
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