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HalluDesign

Design protein and biomolecular complexes with HalluDesign.

Results

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Inputs

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Method & evidence

Run the released Protenix design matrix from starting structures or random initialization with protein, ligand, DNA, RNA, symmetry, cyclic, framework, and sequence-bias controls.

Scope & limitations

  • AF3 and cross-model paths are excluded from this release; the released runtime is Protenix-only.
  • CCD conditioning that is ignored by the Protenix no-PDB builder is rejected rather than silently accepted.

Interpreting results

  • Generated complexes are computational hypotheses and do not establish binding, expression, stability, or function.
  • Compare outputs only under identical conditioning, sequence-model, recycling, and sampling settings.
  • Inspect ligand or nucleic-acid placement and protein geometry before downstream selection.

References

Input requirements & outputs

Input checks

  • One to eight checksum-bound homogeneous rows
  • Supported conditioners are explicit SMILES, DNA, RNA, fixed residues/chains, bias, framework/CDR, symmetry, cyclic, and redesign controls
  • At most 32 random-init trajectories or eight starting-structure rows per native batch

Expected results

  • Designed sequence and complex table — Review row identity, design identity, sequence, status, and model evidence.
  • All-atom structures — Inspect every successful Protenix PDB result in the interactive structure viewer.
  • Conditioning and provenance evidence — Retain exact templates, constraints, image, assets, request, result, and artifact digests.
API & integrations
Ubi Biologics