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Bridge Net dataset by Lazlo Bleker
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Dataset

Bridge Net

by Lazlo Bleker hf-dataset--lazlo-bleker--bridge-net
Nexus Index
49.0 Top 0%
S / A / P / R / Q Breakdown Calibration Pending

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Tech Context
Vital Performance
0 DL / 30D
0.0%

This is the main repository of BridgeNet, a dataset of 20,000 form-found bridge structures. Each bridge contains: - a pin-jointed equilibrium wireframe model generated with the Combinatorial Equilibrium Modeling (CEM) form-finding method - a volumetric 3D mesh obtained through force-informed materialization - rendered images from two canonical camera angles More information on this dataset can be found in the BridgeNet ...

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Data Integrity 49 FNI Score
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Dataset Information Summary
Entity Passport
Registry ID hf-dataset--lazlo-bleker--bridge-net
Provider huggingface
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Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__lazlo_bleker__bridge_net,
  author = {Lazlo Bleker},
  title = {Bridge Net Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/lazlo-bleker/bridge-net}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
Lazlo Bleker. (2026). Bridge Net [Dataset]. Free2AITools. https://huggingface.co/datasets/lazlo-bleker/bridge-net

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Full Specifications [+]

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Methodology Index Protocol
49.0
ESTIMATED IMPACT TIER
Semantic (S) 50
Authority (A) 0
Popularity (P) 0
Recency (R) 0
Quality (Q) 0

đŸ’Ŧ Index Insight

FNI V2.0 for Bridge Net: Semantic (S:50), Authority (A:0), Popularity (P:0), Recency (R:0), Quality (Q:0).

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Downloads
91,104
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Likes
2

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Dataset Specification

license: mit
pretty_name: BridgeNet
size_categories:

  • 10K<n<100K

This is the main repository of BridgeNet, a dataset of 20,000 form-found bridge structures. Each bridge contains:

  • a pin-jointed equilibrium wireframe model generated with the Combinatorial Equilibrium Modeling (CEM) form-finding method
  • a volumetric 3D mesh obtained through force-informed materialization
  • rendered images from two canonical camera angles

More information on this dataset can be found in the BridgeNet conference paper. If this dataset is useful to you, please consider citing it:

@misc{bridgenet2025,
      title={{BridgeNet}: A Dataset of Graph-based Bridge Structural Models for Machine Learning Applications}, 
      author={Lazlo Bleker and Mustafa Cem G{\"u}ne{\c{s}} and Pierluigi D'Acunto},
      year={2025},
      eprint={2512.14496},
      archivePrefix={arXiv},
      primaryClass={cs.CE},
      url={https://arxiv.org/abs/2512.14496}, 
}
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2Likes
91.1KDownloads
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🆔 Identity & Source

id
hf-dataset--lazlo-bleker--bridge-net
source
huggingface
author
Lazlo Bleker
tags
license:mitsize_categories:10karxiv:2512.14496region:us

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null

📊 Engagement & Metrics

likes
2
downloads
91,104

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