Bio Mega Server

Dashboard Workspace Tools Jobs

GPU backend: Boltz-2 submits through the Slurm/Singularity runner adapter. Other tools stay visible until their adapters are configured.

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Point Mutations

ESM-Scan

5-30 minutesPaperCodeNeeds Token/License

Score point mutations using ESM1b language model

Details Paper Code

Job Name

Log in to submit jobs to the Slurm backend.

EXAMPLES

Sequence *

Readiness

Readiness: Needs Token/License
Smoke: not_tested
Artifacts: not_applicable
Production: not_started
Storage: unknown
Strategy: collect token/license, then shared model-cache container
Next: Collect required model token/license acceptance, then validate.

may require model license acceptance or Hugging Face/authenticated model download

ESM2

Score point mutations or mask residues using ESM-2 language model

Point Mutations

AMPLIFY

Score using AMPLIFY language model

Point Mutations

BALM Paired

Score point mutations using BALM-paired language model

Point Mutations

DERNA

Pareto-optimal RNA sequence design from a target protein — jointly optimize structural stability (MFE) and codon adaptation (CAI).

Point Mutations

VaxPress

Genetic-algorithm codon optimizer for mRNA vaccine design (ViennaRNA folding engine).

Point Mutations