Pith Number

pith:DACJXYJD

pith:2022:DACJXYJDUQPQIBMX5ALSXLTMWX

not attested not anchored not stored refs pending

Confidence Estimation Transformer for Long-term Renewable Energy Forecasting in Reinforcement Learning-based Power Grid Dispatching

Lei Li, Lin Zhang, Nan Yang, Qinwen Wang, Xinhang Li, Xuri Song, Yiying Yang, Yupeng Huang, Zheng Yuan, Zihao Li

arxiv:2204.04612 v1 · 2022-04-10 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DACJXYJDUQPQIBMX5ALSXLTMWX}

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.

Receipt and verification

First computed	2026-07-05T04:12:59.668826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18049be123a41f040597e8172bae6cb5dd8413ad1e193e76bab726aace1a5d17

Aliases

arxiv: 2204.04612 · arxiv_version: 2204.04612v1 · doi: 10.48550/arxiv.2204.04612 · pith_short_12: DACJXYJDUQPQ · pith_short_16: DACJXYJDUQPQIBMX · pith_short_8: DACJXYJD

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/DACJXYJDUQPQIBMX5ALSXLTMWX \
  | 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: 18049be123a41f040597e8172bae6cb5dd8413ad1e193e76bab726aace1a5d17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68da9f04c5c0c872260e5cb0ac6a6328dfb537559b4b4682b0b6ef0bdb8b6a39",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-10T06:18:23Z",
    "title_canon_sha256": "d542100aba0e84308c271c5b80c733b55ff7cb64ef92be144812a9c28eff0da0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.04612",
    "kind": "arxiv",
    "version": 1
  }
}