Pith Number

pith:NRA6V7A2

pith:2021:NRA6V7A2G4TS256YFJTEKEJGI7

not attested not anchored not stored refs pending

E(2) Equivariant Self-Attention for Radio Astronomy

Anna Scaife, Matthew Bromley, Max Allen, Micah Bowles

arxiv:2111.04742 v2 · 2021-11-08 · astro-ph.IM · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NRA6V7A2G4TS256YFJTEKEJGI7}

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

Radio Halo Detection in MWA Data using Deep Neural Networks and Generative Data Augmentation

Receipt and verification

First computed	2026-07-05T03:36:17.816235Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c41eafc1a37272d77d82a6645112647ca8c44cadd8aa857db6cfd286c980f28

Aliases

arxiv: 2111.04742 · arxiv_version: 2111.04742v2 · doi: 10.48550/arxiv.2111.04742 · pith_short_12: NRA6V7A2G4TS · pith_short_16: NRA6V7A2G4TS256Y · pith_short_8: NRA6V7A2

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/NRA6V7A2G4TS256YFJTEKEJGI7 \
  | 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: 6c41eafc1a37272d77d82a6645112647ca8c44cadd8aa857db6cfd286c980f28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bee0afd4aaa6d22ae0535b1c1b702ee2797c77bde6ba25c6cad834790b61f69",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2021-11-08T15:58:30Z",
    "title_canon_sha256": "7654801b9f16640a4332db0e30c8f9f714f08cc033b8d4ffa001b4bb52b9a9ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.04742",
    "kind": "arxiv",
    "version": 2
  }
}