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Bridge Net dataset by Lazlo Bleker
⭐ 33.5
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Dataset

Bridge Net

by Lazlo Bleker hf-dataset--lazlo-bleker--bridge-net
Nexus Index
33.5 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 60
R: Recency 52
Q: Quality 30
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 33.5 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--lazlo-bleker--bridge-net
License MIT
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

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
33.5
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 60
Recency (R) 52
Quality (Q) 30

đŸ’Ŧ Index Insight

FNI V2.0 for Bridge Net: Semantic (S:50), Authority (A:0), Popularity (P:60), Recency (R:52), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
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Downloads
165,551

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Dataset Specification

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:

text 
@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}, 
}

Social Proof

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🛡ī¸ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-dataset--lazlo-bleker--bridge-net
slug
lazlo-bleker--bridge-net
source
huggingface
author
Lazlo Bleker
license
MIT
tags
license:mit, size_categories:10k<n<100k, arxiv:2512.14496, region:us

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
165,551
stars
2
forks
0

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