Pith Number

pith:GNJHTCXS

pith:2025:GNJHTCXS2LG2AC6OOPVDXOX7NN

not attested not anchored not stored refs pending

Foundation Models for Clean Energy Forecasting: A Comprehensive Review

Md Meftahul Ferdaus, Md Rasel Sarkar, Moslem Uddin, Sreenatha G. Anavatti, Tanmoy Dam

arxiv:2507.23147 v1 · 2025-07-30 · eess.SY · 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{GNJHTCXS2LG2AC6OOPVDXOX7NN}

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

1 paper in Pith

FETS Benchmark: Foundation Models Enable Scalable and Generalizable Energy Time Series Forecasting

Receipt and verification

First computed	2026-07-05T11:46:06.450367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3352798af2d2cda00bce73ea3bbaff6b68e8b3284b95a0febc154589d445b1c5

Aliases

arxiv: 2507.23147 · arxiv_version: 2507.23147v1 · doi: 10.48550/arxiv.2507.23147 · pith_short_12: GNJHTCXS2LG2 · pith_short_16: GNJHTCXS2LG2AC6O · pith_short_8: GNJHTCXS

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/GNJHTCXS2LG2AC6OOPVDXOX7NN \
  | 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: 3352798af2d2cda00bce73ea3bbaff6b68e8b3284b95a0febc154589d445b1c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9fb5d18fb09c85931e57e54b7e474a6da62fd476e41f6503df79143d6f83873",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-07-30T22:50:52Z",
    "title_canon_sha256": "87907c1e32fd56f9bc7bf0e58c380b735319e46e238841e81d27ef908c70bb42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23147",
    "kind": "arxiv",
    "version": 1
  }
}