verifiedBSD-3-Clause

Scientific Python simulation

A sealed numerical-analysis environment for declared models, parameters, seeds, sensitivity checks, and reproducible outputs.

What it is for

Mechanistic model comparisonParameter sweepsSimulation-backed research

Inputs

Declared model template
Parameters with units
Random seed
Acceptance checks

Outputs

Run manifest
Numerical result
Sensitivity report
Reproducible figure

Scientific limitation

A simulation tests stated assumptions; it does not validate the assumptions or replace physical experiments.

Upstream provenance

https://scientific-python.org/

Request a managed run

saved for approval

Supply declared JSON inputs. Cathedral validates the request before assigning isolated compute; no user-authored shell command, model URL, or executable code is accepted.

Run input

Expected: Declared model template; Parameters with units; Random seed; Acceptance checks

I approve these inputs for an isolated run and understand that outputs remain reviewable research artifacts, not automatic scientific truth.

Execution boundary

approval hold

Add a digest-pinned image in MODAL_IMAGE_SCIENTIFIC_PYTHON.

Every execution uses a fixed command, digest-pinned image, declared resource limits, blocked outbound networking, and an auditable event stream.

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