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Pith Number

pith:HEM74FWB

pith:2022:HEM74FWB3HKMYOLOWH4LF5U3PQ
not attested not anchored not stored refs pending

Deep learning and Bayesian inference of gravitational-wave populations: Hierarchical black-hole mergers

Davide Gerosa, Matthew Mould, Stephen R. Taylor

arxiv:2203.03651 v2 · 2022-03-07 · astro-ph.HE · astro-ph.IM · gr-qc

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{HEM74FWB3HKMYOLOWH4LF5U3PQ}

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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

8 papers in Pith

Joint population and strong-lensing inference for resolved gravitational-wave events probes the black-hole merger rate beyond the peak of star formation
Comparing astrophysical models to gravitational-wave data in the observable space
An Implementation to Identify the Properties of Multiple Population of Gravitational Wave Sources
Measurement prospects for the pair-instability mass cutoff with gravitational waves
End-to-End Population Inference from Gravitational-Wave Strain using Transformers
Receipt and verification
First computed 2026-07-05T05:15:37.613830Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3919fe16c1d9d4cc396eb1f8b2f69b7c36b86c2ef126bf24beaadcfb5aad6be4

Aliases

arxiv: 2203.03651 · arxiv_version: 2203.03651v2 · doi: 10.48550/arxiv.2203.03651 · pith_short_12: HEM74FWB3HKM · pith_short_16: HEM74FWB3HKMYOLO · pith_short_8: HEM74FWB
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/HEM74FWB3HKMYOLOWH4LF5U3PQ \
  | 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: 3919fe16c1d9d4cc396eb1f8b2f69b7c36b86c2ef126bf24beaadcfb5aad6be4
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "070e5be975029f3a53f6873f9ad30fc3874db85012b82183854b5a33be154fe5",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "gr-qc"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.HE",
    "submitted_at": "2022-03-07T19:00:03Z",
    "title_canon_sha256": "b467d9d96bbdcfdb7f07945ef772d265cbca994fb4798a1023cafc885cdc0cf5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.03651",
    "kind": "arxiv",
    "version": 2
  }
}