Pith Number

pith:W5QBVIKD

pith:2024:W5QBVIKD2P54MN5TD7OSJXJ5TZ

not attested not anchored not stored refs pending

Transfer Learning on Transformers for Building Energy Consumption Forecasting -- A Comparative Study

Andries van Heerden, Mikael Boulic, Robert Spencer, Surangika Ranathunga, Teo Susnjak

arxiv:2410.14107 v3 · 2024-10-18 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W5QBVIKD2P54MN5TD7OSJXJ5TZ}

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	2026-07-05T09:38:31.091460Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7601aa143d3fbc637b31fdd24dd3d9e494b209fc8e51972cfaff4c723286839

Aliases

arxiv: 2410.14107 · arxiv_version: 2410.14107v3 · doi: 10.48550/arxiv.2410.14107 · pith_short_12: W5QBVIKD2P54 · pith_short_16: W5QBVIKD2P54MN5T · pith_short_8: W5QBVIKD

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/W5QBVIKD2P54MN5TD7OSJXJ5TZ \
  | 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: b7601aa143d3fbc637b31fdd24dd3d9e494b209fc8e51972cfaff4c723286839

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7afa3922f0958f100282dac6ee843ef7bdbe76d4c7a9a6e4cccf42d25117fcfa",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-18T01:26:04Z",
    "title_canon_sha256": "afc1acf11c885e1da8c416b12b201bac5a9c4d00fb0f7d52c7da3554520c97d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14107",
    "kind": "arxiv",
    "version": 3
  }
}