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MEIDNet 2.1 - MEIDNet Prism

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@ABnano ABnano released this 03 Oct 13:44
· 25 commits to main since this release
v2.1.0
82fe446

MEIDNet 2.1 — MEIDNet Prism

The interactive platform around the MEIDNet framework, live at https://babu09-meidnet.hf.space/.

New

  • Landing page: what MEIDNet does in one minute (animated tour, also the attached meidnet_tour.webm), Explore / Build / Benchmark.
  • Studio at /studio/: upload your table, train in the browser, rules, targets, latent search, candidates in 3D, Researcher mode with the configuration as text.
  • Explore: datasets (Perov-5, MP-20, Carbon-24) and a capabilities page generated from the code.
  • MEIDNet Benchmarks: results per dataset with an evidence ladder; community submissions through GitHub (scripts/benchmarks.py).
  • Pretrained Perov-5 checkpoints on the Hub: https://huggingface.co/Babu09/MEIDNet (attached here as a zip too).

Paper: A. Babu, R. A. Gouvêa, P. Vandergheynst, G.-M. Rignanese, npj Computational Materials (2026), doi:10.1038/s41524-026-02153-3.

Install: pip install git+https://github.com/ABnano/MEIDNet.git@v2.1.0 then meidnet demo.

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