Pith Number

pith:JA4PBCTO

pith:2022:JA4PBCTOYXY2HXQK5LQ2ZG6IT4

not attested not anchored not stored refs pending

Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study

Grzegorz Dudek, Pawe{\l} Pe{\l}ka, Slawek Smyl

arxiv:2203.09170 v1 · 2022-03-17 · 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{JA4PBCTOYXY2HXQK5LQ2ZG6IT4}

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	2026-07-05T04:06:08.346994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4838f08a6ec5f1a3de0aeae1ac9bc89f227def64b19b8d3e4175ab10701bb675

Aliases

arxiv: 2203.09170 · arxiv_version: 2203.09170v1 · doi: 10.48550/arxiv.2203.09170 · pith_short_12: JA4PBCTOYXY2 · pith_short_16: JA4PBCTOYXY2HXQK · pith_short_8: JA4PBCTO

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/JA4PBCTOYXY2HXQK5LQ2ZG6IT4 \
  | 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: 4838f08a6ec5f1a3de0aeae1ac9bc89f227def64b19b8d3e4175ab10701bb675

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "922f15407d9b73671b66c9e650e583b16617216bfb6845dc754c97160259f0e2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-17T08:47:49Z",
    "title_canon_sha256": "59e7bd93a5afbaab8d1d3a87a19d53dda7824d92a1223d6a75e88a1250a1f18e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.09170",
    "kind": "arxiv",
    "version": 1
  }
}