Pith Number

pith:SVED52UA

pith:2022:SVED52UAGHUNJZNO52YZ35W5B3

not attested not anchored not stored refs pending

Machine-Learning Love: classifying the equation of state of neutron stars with Transformers

Antonio Onofre, Constan\c{c}a Provid\^encia, Felipe F. Freitas, Gon\c{c}alo Gon\c{c}alves, Jo\~ao Aveiro, Jos\'e A. Font, M\'arcio Ferreira

arxiv:2210.08382 v1 · 2022-10-15 · astro-ph.IM · astro-ph.HE · cs.CV · 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{SVED52UAGHUNJZNO52YZ35W5B3}

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

1 paper in Pith

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data

Receipt and verification

First computed	2026-07-05T05:07:10.220309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95483eea8031e8d4e5aeeeb19df6dd0ef5e7c9b908d2947e77e7225b5a6edfbd

Aliases

arxiv: 2210.08382 · arxiv_version: 2210.08382v1 · doi: 10.48550/arxiv.2210.08382 · pith_short_12: SVED52UAGHUN · pith_short_16: SVED52UAGHUNJZNO · pith_short_8: SVED52UA

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/SVED52UAGHUNJZNO52YZ35W5B3 \
  | 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: 95483eea8031e8d4e5aeeeb19df6dd0ef5e7c9b908d2947e77e7225b5a6edfbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b8105313558e4cad6394bdba6ab581246d2e52d460d098cb7bc42f36b3f0bea",
    "cross_cats_sorted": [
      "astro-ph.HE",
      "cs.CV",
      "cs.LG",
      "gr-qc"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2022-10-15T21:32:36Z",
    "title_canon_sha256": "5a99bacbb66cb8f7fd6ea3192d0cd32a9a7a1241c37cbef1c11f24bb8a8e264d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.08382",
    "kind": "arxiv",
    "version": 1
  }
}