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Pith Number

pith:CUPPUMS5

pith:2023:CUPPUMS55XUJ44V2UD5RV5TKJN
not attested not anchored not stored refs pending

Tempestas ex machina: A review of machine learning methods for wavefront control

J. Fowler, Rico Landman

arxiv:2309.00730 v1 · 2023-09-01 · astro-ph.EP · astro-ph.IM · cs.LG · physics.optics

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\usepackage{pith}
\pithnumber{CUPPUMS55XUJ44V2UD5RV5TKJN}

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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 2026-07-05T06:47:06.330747Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

151efa325dede89e72baa0fb1af66a4b4c9fc863f3cf5936226314506b48d94e

Aliases

arxiv: 2309.00730 · arxiv_version: 2309.00730v1 · doi: 10.48550/arxiv.2309.00730 · pith_short_12: CUPPUMS55XUJ · pith_short_16: CUPPUMS55XUJ44V2 · pith_short_8: CUPPUMS5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CUPPUMS55XUJ44V2UD5RV5TKJN \
  | 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: 151efa325dede89e72baa0fb1af66a4b4c9fc863f3cf5936226314506b48d94e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "30e8770f3983fb7a325c3293ca6a731495f4305e3f6c76b3d0a120f550218af1",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "cs.LG",
      "physics.optics"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.EP",
    "submitted_at": "2023-09-01T20:47:18Z",
    "title_canon_sha256": "f9ea8879c43c1649b67da9d585aa8dbe3f9e70d0388566e1fc30e7c4c008b12e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.00730",
    "kind": "arxiv",
    "version": 1
  }
}