qs-dmss 0.13.1

Evidence-first QuantumScalar simulation lab with reproducible scientific workflows, validation spines, and simulator-first quantum-readiness artifacts.

QS-DMSS

QS-DMSS is a deterministic, evidence-first simulation lab for QuantumScalar dark matter workflows. It helps researchers run bounded local simulations, inspect and compare evidence, verify and replay results, and export reproducible research objects.

The software is beta for reproducible package and evidence workflows. It is not peer-reviewed scientific validation, and its quantum-readiness paths are simulator-first and provider-neutral: they do not use provider credentials, remote APIs, QPU execution, job submission, or authorized spend.

Install and run the local cockpit

python -m pip install --upgrade qs-dmss
qs-dmss cockpit --host 127.0.0.1 --port 8001

Use the local cockpit to run Lab Mode, inspect evidence, compare campaigns, verify and replay outputs, and export reports. The constrained hosted demo is available at app.qs-dmss.studio.

Citation and release records

Use the stable QS-DMSS project concept DOI for project-level citation: 10.5281/zenodo.20074924.

For an exact software release, cite the installed package version together with the matching GitHub Release and version-specific Zenodo record. This distribution intentionally uses stable links so its immutable PyPI metadata does not become stale when a later release is archived.

More information is available at qs-dmss.studio, in the repository, and the reviewer quickstart.