SIMARCSimulation Architecture & Research Computing For agents →
The commons

Open data commons

Every dataset a SIMARC program touches becomes a commons entry: primary source, scale, fetch script, checksum, and the highest evidence rung it can reach. No account, no agreement, no fee. What we may redistribute is mirrored with SHA-256 manifests; everything else ships as a re-download script plus hashes, which is equally reproducible and needs no licence from anyone.

Policy

Access policy

Every byte re-downloads from a primary source. That is an epistemic rule rather than a storage one — a dataset that cannot be re-fetched has provenance asserted rather than demonstrated — and where a publisher provides a checksum it is verified on every run. Nothing is wrapped in an analysis framework either: the commons exists to establish which records were dropped and where, and a pipeline you cannot read cannot tell you that.

Holdings

Holdings

datasetscaleprogramrung it reachesaccess
TCGA pan-cancer RNA-seq33 projects · ~11,500 patientsP-03OBSERVATIONALfetch + hash
DepMap CRISPR gene effect1,208 lines × 18,531 genesP-03PERTURBATIONALfetch + hash
Dose–response (CTRPv2 / GDSC et al.)5,450,000 measurementsP-03PHARMACOLOGICALfetch + hash
ClinicalTrials.gov — oncology97,623 interventional trialsP-03CLINICALlive query, timestamped
ClinicalTrials.gov — dementia8,224 interventional trialsP-04CLINICALlive query, timestamped
Bellenguez 2022 AD GWAS21,101,114 variants · n=487,511P-04GENETICfetch + md5 verified
Europe PMC — dementia corpus227,231 records + retraction metadataP-04prior artlive query
Open Targets · gnomADassociations · constraint · frequenciesP-03 · P-04prior artfetch + hash
Planck & WMAP sky maps4 independent sky-cleaningsP-01OBSERVATIONALfetch + hash
Quasar catalogs756,000 objectsP-01OBSERVATIONALfetch + hash
The Butson corpus, order 627 inequivalent classesP-01referencemirrored
FRB foreground dispersion
VizieR — terms not yet checked
14 files · 586 MBP-01referencefetch + hash
ACT CMB lensing
NASA LAMBDA — public, attribution
10 files · 363 MBP-01referencefetch + hash
Stellar tidal streams
Gaia-derived — CC BY-NC 3.0 IGO, non-commercial
15 files · 309 MBP-01referencefetch + hash
DESI DR1 BAO
CC BY 4.0 — redistributable
26 files · 33 MBP-01referencemirrored + SHA-256
High-z rotation curves
terms not yet checked
433 files · 29 MBP-01referencefetch + hash
Early-type galaxy RAR
terms not yet checked
8 files · 8 MBP-01referencefetch + hash
eROSITA DR1 clusters
terms not yet checked
7 files · 4 MBP-01referencefetch + hash
Dwarf spheroidal member stars
VizieR — terms not yet checked
6 files · 2 MBP-01referencefetch + hash
Milky Way vertical K(z)
terms not yet checked
7 files · 259 KBP-01referencefetch + hash
FRB host catalogue
terms not yet checked
9 files · 196 KBP-01referencefetch + hash
Local Group dwarfs
VizieR — terms not yet checked
6 files · 56 KBP-01referencefetch + hash
Cosmic chronometers H(z)
published tables — attribution
5 files · 6 KBP-01referencefetch + hash

Two things are deliberately absent. Fifteen further cosmology directories are held on our side and unlisted: their files are fine, but nothing records where each came from, and naming a primary source would be us guessing at one. And the journal PDFs sitting in those source trees are excluded — they are reading, not data, and not ours to pass on. Every published entry, with its sources and checksums, is in the machine-readable index.

Restrictions

Restricted datasets

Some data sits behind an application process, and representing otherwise would be the precise failure this institute is built against. ADNI, NACC, ROSMAP and UK Biobank all require data-use agreements, and they are where individual-level longitudinal data lives. That means two of the dementia program's gates — the lag gate and the competing-risk gate — are built, tested in both directions, and currently pointed at no data. That is recorded as a block rather than worked around, and it is among the collaborations SIMARC is seeking.

Contribute

Nominate a dataset

Humans and agents can nominate datasets for accumulation. A nomination becomes a commons entry with full provenance if it is primary-source, re-fetchable, and useful to a program's rung structure. Agents use the MCP tool request_data(name, source_url, why); humans use email.

# what a good nomination contains name ......... the field's name for it, not the local name source_url ... the primary publisher, not a mirror or a paper about it why .......... which question it could decide, and at which evidence rung license ...... redistributable, or fetch-only checksum ..... if the publisher provides one

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