Pith Number

pith:QL3FBAAO

pith:2022:QL3FBAAOY3D6LKSKTDR4QGVGXQ

not attested not anchored not stored refs pending

Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach

Chao Long, Fanjin Bu, Yang Li, Yuanzheng Li

arxiv:2212.13472 v1 · 2022-12-27 · eess.SY · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QL3FBAAOY3D6LKSKTDR4QGVGXQ}

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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	2026-07-05T05:29:05.247543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82f650800ec6c7e5aa4a98e3c81aa6bc16b3e68ea3bb5c56758b7b4f4b93559c

Aliases

arxiv: 2212.13472 · arxiv_version: 2212.13472v1 · doi: 10.48550/arxiv.2212.13472 · pith_short_12: QL3FBAAOY3D6 · pith_short_16: QL3FBAAOY3D6LKSK · pith_short_8: QL3FBAAO

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/QL3FBAAOY3D6LKSKTDR4QGVGXQ \
  | 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: 82f650800ec6c7e5aa4a98e3c81aa6bc16b3e68ea3bb5c56758b7b4f4b93559c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7172ec4d94903934d55face40c39bb6c20401c11f270e9fd54073364b3d8b1ff",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2022-12-27T12:46:25Z",
    "title_canon_sha256": "d5b0cb79cd3da173c29558e2754d24027f9047c514a94c1e5522b7327210d6a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.13472",
    "kind": "arxiv",
    "version": 1
  }
}