Pith. sign in
Pith Number

pith:A3KZ4WUR

pith:2021:A3KZ4WUR3I6ODTHUREQ6IQOY4P
not attested not anchored not stored refs pending

Image feature extraction and galaxy classification: a novel and efficient approach with automated machine learning

(2) Modulos AG, (3) Department of Astronomy, 8005 Z\"urich, Astrophysics, C. Bruderer (2), CH-1290 Versoix, CH-8093 Z\"urich, ch. d' \'Ecogia 16, ETH Z\"urich, F. Tarsitano (1), K. Schawinski (2), Switzerland, Switzerland), Technoparkstrasse 1, University of Geneva, W. G. Hartley (3) ((1) Institute for Particle Physics, Wolfgang-Pauli-Strasse 27

arxiv:2105.01070 v1 · 2021-05-03 · astro-ph.GA · astro-ph.IM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{A3KZ4WUR3I6ODTHUREQ6IQOY4P}

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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.
Receipt and verification
First computed 2026-07-05T03:58:48.444831Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

06d59e5a91da3ce1ccf48921e441d8e3f8931d2774cddce596947d5dca1a2cba

Aliases

arxiv: 2105.01070 · arxiv_version: 2105.01070v1 · doi: 10.48550/arxiv.2105.01070 · pith_short_12: A3KZ4WUR3I6O · pith_short_16: A3KZ4WUR3I6ODTHU · pith_short_8: A3KZ4WUR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/A3KZ4WUR3I6ODTHUREQ6IQOY4P \
  | 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: 06d59e5a91da3ce1ccf48921e441d8e3f8931d2774cddce596947d5dca1a2cba
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "48118589a836e3ac077d22fad5b10aa0b4bd0af5f63b0449a2d593121e10a08e",
    "cross_cats_sorted": [
      "astro-ph.IM"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "astro-ph.GA",
    "submitted_at": "2021-05-03T18:00:00Z",
    "title_canon_sha256": "7a77c2183622f2eea3b9d333ba109b47f411544c75310c457596a5e9db23548f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.01070",
    "kind": "arxiv",
    "version": 1
  }
}