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@@ -237,7 +237,6 @@ The system employs multi-dimensional geometric property validation to ensure mat
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  This implementation is based on the methodology described in:
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  > **GeoSDF: Plane Geometry Diagram Synthesis via Signed Distance Field**
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- > arXiv:2506.13492
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  The core ideas of using signed distance fields for geometric representation and differentiable optimization for constraint satisfaction are derived from this work.
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  This implementation is based on the methodology described in:
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  > **GeoSDF: Plane Geometry Diagram Synthesis via Signed Distance Field**
 
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  The core ideas of using signed distance fields for geometric representation and differentiable optimization for constraint satisfaction are derived from this work.
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