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Pith Number

pith:O2XPS7XS

pith:2024:O2XPS7XSM63PDJWZYEDVGCOUC5
not attested not anchored not stored refs pending

Reinforcement Learning for Data-Driven Workflows in Radio Interferometry. I. Principal Demonstration in Calibration

Brian M. Kirk, Ramyaa Ramyaa, Urvashi Rau

arxiv:2410.17135 v1 · 2024-10-22 · astro-ph.IM · cs.LG

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\usepackage{pith}
\pithnumber{O2XPS7XSM63PDJWZYEDVGCOUC5}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T09:53:06.615910Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

76aef97ef267b6f1a6d9c1075309d41745c20b64a05639e6a9dd08df04b13c39

Aliases

arxiv: 2410.17135 · arxiv_version: 2410.17135v1 · doi: 10.48550/arxiv.2410.17135 · pith_short_12: O2XPS7XSM63P · pith_short_16: O2XPS7XSM63PDJWZ · pith_short_8: O2XPS7XS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/O2XPS7XSM63PDJWZYEDVGCOUC5 \
  | 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: 76aef97ef267b6f1a6d9c1075309d41745c20b64a05639e6a9dd08df04b13c39
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5f1a04a8ec4f2a29996f2b7567e3dfb21b60f793d29776adb46bbd3a3a1e467b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2024-10-22T16:07:55Z",
    "title_canon_sha256": "6d3a0adc2e10313264b563ef408a530bc89abc4afae8e78196c3297103ec4683"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.17135",
    "kind": "arxiv",
    "version": 1
  }
}