Pith Number

pith:OWPCXFEV

pith:2019:OWPCXFEVJFRYIMP736WSN5G5K6

not attested not anchored not stored refs pending

Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy

Chris Messenger, Francesco Tonolini, Hunter Gabbard, Ik Siong Heng, Roderick Murray-Smith

arxiv:1909.06296 v4 · 2019-09-13 · astro-ph.IM · cs.LG · 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{OWPCXFEVJFRYIMP736WSN5G5K6}

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

Evidence for eccentricity in the population of binary black holes observed by LIGO-Virgo-KAGRA

Parameter inference of millilensed gravitational waves using neural spline flows

Bayesian inference for compact binary coalescences with BILBY: Validation and application to the first LIGO--Virgo gravitational-wave transient catalogue

Auto-encoder model for faster generation of effective one-body gravitational waveform approximations

Receipt and verification

First computed	2026-07-05T03:49:57.768049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

759e2b949549638431ffdfad26f4dd57befa09f723be9bc8688214ca4b16fff4

Aliases

arxiv: 1909.06296 · arxiv_version: 1909.06296v4 · doi: 10.48550/arxiv.1909.06296 · pith_short_12: OWPCXFEVJFRY · pith_short_16: OWPCXFEVJFRYIMP7 · pith_short_8: OWPCXFEV

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/OWPCXFEVJFRYIMP736WSN5G5K6 \
  | 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: 759e2b949549638431ffdfad26f4dd57befa09f723be9bc8688214ca4b16fff4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "973d2489396a478de982d854c3fb282692c8d84a8b1c2ef852a273913434d405",
    "cross_cats_sorted": [
      "cs.LG",
      "gr-qc"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2019-09-13T15:41:33Z",
    "title_canon_sha256": "a3b42fedcc4dedc4fc0245ba7f800ffa66a7c73ba02d86ae43971229fdbdf280"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.06296",
    "kind": "arxiv",
    "version": 4
  }
}