Add arXiv paper and GitHub code links to dataset card

README.md

@@ -12,6 +12,8 @@ tags:
 
 # TopoBox-3D
 
+[Paper (arXiv:2609.05860)](https://arxiv.org/abs/2609.05860) | [Code (GitHub)](https://github.com/asmld/TopoBox-3D)
+
 TopoBox-3D is the dataset accompanying **Beyond Arbitrary Geometry: Topology
 Generalization in Neural PDE Operators**. It is a controlled three-dimensional
 benchmark for separating fixed-topology geometry shift from generalization to
@@ -126,9 +128,10 @@ print(sample.geometry_id, sample.w0.shape, sample.wT.shape)
 dataset.close()
 ```
 
-The accompanying code repository contains the generators, validators, model
-adapters, training entry points, and complete schema documentation. Public
-paper and code links will be added when the anonymous review period permits.
+The accompanying [code repository](https://github.com/asmld/TopoBox-3D)
+contains the generators, validators, model adapters, training entry points,
+and complete schema documentation. See the
+[paper](https://arxiv.org/abs/2609.05860) for the benchmark and reported results.
 
 ## Integrity and validation
 
@@ -139,5 +142,6 @@ copy after download.
 
 ## License and citation
 
-License and final citation metadata have intentionally not been asserted during
-anonymous review. They must be added before the public dataset is released.
+Dataset license metadata has not yet been specified.
+
+For the paper, see [Beyond Arbitrary Geometry: Topology Generalization in Neural PDE Operators (arXiv:2609.05860)](https://arxiv.org/abs/2609.05860).

SHA256SUMS.txt

@@ -4904,7 +4904,7 @@
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 3673c93be1ccc6189e2cec4c59e2b0a04775b5a0621e4524c9021308baadfd61  TopoBox-3D/protocol_A/validation/PA_validation_0101_b11/mesh.npz
 367cd1b84814b407331052127920658201e158960954464390b83512760d668e  TopoBox-3D/protocol_C/validation/PC_validation_0079_b01/mesh.msh
-367d5a8d3cea36d2133e74629f17d2e2643a670f07e2e0f5591feb726f5b6846  README.md
+0844f8f4bb178a2932a5b313af3199d69503f261453ed67cc566c606e04ae545  README.md
 367f30257542d9fd40a1c9a931cd195c30d9474dd992ff087118f276dd8ede09  TopoBox-3D/protocol_B/train/PB_train_0035_b20/metadata.json
 3680c63c9e07e9881b3ad74d021fc875fdf70ca0ddc30cadce6cb3082e405d8e  TopoBox-3D/protocol_C/test_iid/PC_test_iid_0000_b01/mesh.msh
 3682787befd905b51dba1e25e63b4ab6b3c70cb672d2c135d6c9c5159a94ff03  TopoBox-3D/protocol_D/validation/PD_validation_0039_b20/mesh.vtu