Pith Number

pith:5GLWZMVD

pith:2020:5GLWZMVDT4H5G7ASVNUYIFKJMF

not attested not anchored not stored refs pending

Enhancing Gravitational-Wave Science with Machine Learning

Alberto Iess, Chayan Chatterjee, Daniel Williams, David Keitel, Elena Cuoco, Filip Morawski, Gabriele Vajente, Hunter Gabbard, Jade Powell, Kai Staats, Kendall Ackley, Leila Haegel, Marco Cavagli\`a, Massimiliano Razzano, Michael Coughlin, Michael Puerrer, Michal Bejger, Paul Easter, Reed Essick, Rich Ormiston, Scott Coughlin, Shaon Ghosh, Szabolcs Marka, Timothy Gebhard, Tri Nguyen, Zsuzsa Marka

arxiv:2005.03745 v2 · 2020-05-07 · astro-ph.HE · 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{5GLWZMVDT4H5G7ASVNUYIFKJMF}

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

Assessment of normalizing flows for parameter estimation on time-frequency representations of gravitational-wave data

Predicting intermediate-mass black hole formation in star clusters with machine learning

Contrastive self-supervised convolutional autoencoder for core-collapse supernova gravitational-wave detection

Testing General Relativity Through Gravitational Wave Classification: A Convolutional Neural Network Framework

Receipt and verification

First computed	2026-07-05T02:18:28.990778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9976cb2a39f0fd37c12ab6984154961592de3a92cf7185732aea103c7963574

Aliases

arxiv: 2005.03745 · arxiv_version: 2005.03745v2 · doi: 10.48550/arxiv.2005.03745 · pith_short_12: 5GLWZMVDT4H5 · pith_short_16: 5GLWZMVDT4H5G7AS · pith_short_8: 5GLWZMVD

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/5GLWZMVDT4H5G7ASVNUYIFKJMF \
  | 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: e9976cb2a39f0fd37c12ab6984154961592de3a92cf7185732aea103c7963574

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3f506e9114f94dd1c9832f72ecce26a20c45322845b6934a95cf9d85c6dc974",
    "cross_cats_sorted": [
      "gr-qc"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.HE",
    "submitted_at": "2020-05-07T20:47:19Z",
    "title_canon_sha256": "28d45406cf5a3d93657eee5592243d48e0d80596100be4e6268139ae97ae7301"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.03745",
    "kind": "arxiv",
    "version": 2
  }
}