What it is
BoltzGen extends the Boltz ecosystem from complex prediction and affinity toward target-conditioned all-atom binder generation.
Evidence trail
BioAtlas keeps the path from source to decision visible. A connection records provenance; it does not imply that evidence is sufficient for every context.
Model passport
How BoltzGen represents biology
Category is navigation. These fields describe the model-specific computational transformation and deliberately override broad category defaults.
Biological scale
Modalities & tasks
Registry, claims and frontier intelligence
BoltzGen
1 version record · latest curated year 2025. Model-family identity remains separate from capability and access changes.
Explore version lineage →1 normalized claim
De novo protein or binder design · Binder-design evaluations
Open claim intelligence →0 connected frontiers
No frontier-research record currently connects to this model.
Inspect research horizon →Inputs and outputs
Inputs
Target structure or complex contextBinder-design objectiveOutputs
Candidate bindersCandidate complex structuresScientific and technical profile
Scientific principles
Technology
Scientific lineage
These are transparent concept matches—not claims that one scientist alone caused this model. Each connection is based on the model’s recorded domain, scientific principles, technical terms or an explicit lineage link.
Atomic structures of biologically important molecules by X-ray crystallography
Dorothy Crowfoot HodgkinStructure-based drug design depends on the experimental structural tradition she helped establish.
Phage display and selection of binding proteins
George P. Smith & Sir Gregory P. WinterDisplay-based selection created an experimental search engine for protein binders and remains a core validation partner for computational antibody design.
Intermolecular forces and excluded volume
Johannes D. van der WaalsModern force fields, docking scores, molecular dynamics and ligand–protein packing depend on these non-covalent interactions.
The alpha helix, beta sheet and hydrogen-bonded protein structure
Linus Pauling, Robert Corey & Herman BransonProtein representation, fold recognition, structural priors and generative protein design all encode these recurring geometric motifs.
The central dogma and directional information transfer
Francis CrickMulti-omic models and sequence foundation models connect genotype, transcript and protein through this information-flow framework.
First atomic structures of globular proteins
John Kendrew & Max PerutzProtein structure prediction and structure-based design became meaningful because experimental crystallography established the target reality to predict against.
Evaluation evidence
Task-specific evidence only; not comparable as a universal leaderboard score.
Binder-design evaluations
BoltzGen · Split details not yet normalizedA structured benchmark claim is recorded; consult the linked source for numeric values and protocol details.
Claim caveats
- Protocol, split and implementation details must match before comparing this claim with another result.
Known limitations
- Performance depends on the evaluation dataset and operating conditions.
- Task-specific benchmark results should not be compared across unlike domains.
- Outputs require task-specific scientific and experimental validation.
Milestones
Adds a design branch to the Boltz lineage.