Pith Number

pith:4KLEGIWF

pith:2024:4KLEGIWFAZBJM4RF644LZOANR6

not attested not anchored not stored refs pending

Decoding Long-duration Gravitational Waves from Binary Neutron Stars with Machine Learning: Parameter Estimation and Equations of State

Christopher Messenger, Ik Siong Heng, Jessica Irwin, John Veitch, Lami Suleiman, Qian Hu, Qi Sun

arxiv:2412.03454 v3 · 2024-12-04 · 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{4KLEGIWFAZBJM4RF644LZOANR6}

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

2 papers in Pith

Speed and accuracy for long signals: Frequency-domain effective-one-body waveforms for compact binary coalescences

Fast neural network surrogate for multimodal effective-one-body gravitational waveforms from generically precessing compact binaries

Receipt and verification

First computed	2026-07-05T11:29:52.789712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2964322c50642967225f738bcb80d8fbb97e2fd612773e0a026d0b8cdfd12d8

Aliases

arxiv: 2412.03454 · arxiv_version: 2412.03454v3 · doi: 10.48550/arxiv.2412.03454 · pith_short_12: 4KLEGIWFAZBJ · pith_short_16: 4KLEGIWFAZBJM4RF · pith_short_8: 4KLEGIWF

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/4KLEGIWFAZBJM4RF644LZOANR6 \
  | 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: e2964322c50642967225f738bcb80d8fbb97e2fd612773e0a026d0b8cdfd12d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f95d32240b899065a93ae331a6bc4825c8d64257c81cb218c17c664f680e15a",
    "cross_cats_sorted": [
      "astro-ph.HE",
      "astro-ph.IM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "gr-qc",
    "submitted_at": "2024-12-04T16:42:56Z",
    "title_canon_sha256": "57a79dd4f4ab82422e882c1a86663c04fd9c5a5b3b6e815f9b856cc23b99acae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03454",
    "kind": "arxiv",
    "version": 3
  }
}