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Pith Number

pith:CQYMUV2E

pith:2020:CQYMUV2E5HBJTMVMAHCYMGDT5Q
not attested not anchored not stored refs pending

Fast, flexible, and accurate evaluation of gravitational-wave Malmquist bias with machine learning

Colm Talbot, Eric Thrane

arxiv:2012.01317 v3 · 2020-12-02 · gr-qc · astro-ph.HE · astro-ph.IM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{CQYMUV2E5HBJTMVMAHCYMGDT5Q}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
✓ Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

Comparing astrophysical models to gravitational-wave data in the observable space
An Implementation to Identify the Properties of Multiple Population of Gravitational Wave Sources
End-to-End Population Inference from Gravitational-Wave Strain using Transformers
How do the LIGO-Virgo-KAGRA's Heavy Black Holes Form? No evidence for core-collapse Intermediate-mass black holes in GWTC-4
Receipt and verification
First computed 2026-07-05T03:44:51.151356Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1430ca5744e9c299b2ac01c5861873ec144749e520997f8d968bbdfaabdfe36b

Aliases

arxiv: 2012.01317 · arxiv_version: 2012.01317v3 · doi: 10.48550/arxiv.2012.01317 · pith_short_12: CQYMUV2E5HBJ · pith_short_16: CQYMUV2E5HBJTMVM · pith_short_8: CQYMUV2E
Agent API
Resolver JSON Graph JSON Events JSON Schema Signing key
Verify this Pith Number yourself 
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CQYMUV2E5HBJTMVMAHCYMGDT5Q \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1430ca5744e9c299b2ac01c5861873ec144749e520997f8d968bbdfaabdfe36b
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "481b5be791456187228d54e97410c79517d27933895e90257cae1daea445c610",
    "cross_cats_sorted": [
      "astro-ph.HE",
      "astro-ph.IM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "gr-qc",
    "submitted_at": "2020-12-02T16:42:44Z",
    "title_canon_sha256": "a07ecd15aa3487514a7861059bef771d02473f39203941e9192b32fbd26d5bdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.01317",
    "kind": "arxiv",
    "version": 3
  }
}