Pith Number

pith:AFPX2ASA

pith:2023:AFPX2ASA23YP3QIABGBPBYBHUA

not attested not anchored not stored refs pending

In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance

Evangelos Karakolis, Francisco Silva, Georgios Kormpakis, John Psarras, Nuno Amaro, Sotiris Pelekis, Spiros Mouzakitis, Vasileios Schoinas

arxiv:2302.13046 v1 · 2023-02-25 · 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{AFPX2ASA23YP3QIABGBPBYBHUA}

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	2026-07-05T05:45:42.676688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

015f7d0240d6f0fdc1000982f0e027a00d86a905ab117742413f3ae39d3a2d95

Aliases

arxiv: 2302.13046 · arxiv_version: 2302.13046v1 · doi: 10.48550/arxiv.2302.13046 · pith_short_12: AFPX2ASA23YP · pith_short_16: AFPX2ASA23YP3QIA · pith_short_8: AFPX2ASA

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/AFPX2ASA23YP3QIABGBPBYBHUA \
  | 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: 015f7d0240d6f0fdc1000982f0e027a00d86a905ab117742413f3ae39d3a2d95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d915bfd2b36266ab472627248286cfdf8aa484d0df82fb370cbadf2585e8abf2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-25T10:08:23Z",
    "title_canon_sha256": "d89cd86334c0d926b08596160e085ee52b2fa815587c70d6ac4fc747be380a3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.13046",
    "kind": "arxiv",
    "version": 1
  }
}