Pith Number

pith:BM7PJQHD

pith:2023:BM7PJQHDUZDPLL3T7HQ2ABW2QQ

not attested not anchored not stored refs pending

Benchmarks and Custom Package for Energy Forecasting

Chaoli Zhang, Leandro von Krannichfeldt, Liang Sun, Qingsong Wen, Shirui Pan, Yi Wang, Zhixian Wang

arxiv:2307.07191 v2 · 2023-07-14 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BM7PJQHDUZDPLL3T7HQ2ABW2QQ}

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.

Cited by

3 papers in Pith

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Zeus: Towards Tuning-Free Foundation Model for Time Series Analysis

Human spatial dynamics for electricity demand forecasting: the case of France during the 2022 energy crisis

Receipt and verification

First computed	2026-07-05T09:15:26.592614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b3ef4c0e3a646f5af73f9e1a006da841300437b7964b1db2ca0a6a2d187f1b9

Aliases

arxiv: 2307.07191 · arxiv_version: 2307.07191v2 · doi: 10.48550/arxiv.2307.07191 · pith_short_12: BM7PJQHDUZDP · pith_short_16: BM7PJQHDUZDPLL3T · pith_short_8: BM7PJQHD

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/BM7PJQHDUZDPLL3T7HQ2ABW2QQ \
  | 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: 0b3ef4c0e3a646f5af73f9e1a006da841300437b7964b1db2ca0a6a2d187f1b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4bf48eebf10e9c480371346625c9c1af78dd893ce5ab85f89633068e8afff0c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-14T06:50:02Z",
    "title_canon_sha256": "945060c4ae0357112847dd492dae8bfe672dbab034c2fb0b9b1265d6da725922"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.07191",
    "kind": "arxiv",
    "version": 2
  }
}