Pith Number

pith:X4YFWTGQ

pith:2022:X4YFWTGQK53YKIHY4H3HTN5GTU

not attested not anchored not stored refs pending

ES-dRNN with Dynamic Attention for Short-Term Load Forecasting

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

arxiv:2203.00937 v1 · 2022-03-02 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X4YFWTGQK53YKIHY4H3HTN5GTU}

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	2026-07-05T04:01:35.595405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf305b4cd057778520f8e1f679b7a69d0661a9f231f899531b63c2d7a30c1406

Aliases

arxiv: 2203.00937 · arxiv_version: 2203.00937v1 · doi: 10.48550/arxiv.2203.00937 · pith_short_12: X4YFWTGQK53Y · pith_short_16: X4YFWTGQK53YKIHY · pith_short_8: X4YFWTGQ

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/X4YFWTGQK53YKIHY4H3HTN5GTU \
  | 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: bf305b4cd057778520f8e1f679b7a69d0661a9f231f899531b63c2d7a30c1406

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8faf2af38f08cf8d87a75edf25b827ee794ffc7aef3cdac9a4764c209afbeb0",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-02T08:39:33Z",
    "title_canon_sha256": "4b419fd0cf6dc8760e4903e93ffa90e9b78d6dad4c3b0cdac03b2282b8759557"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.00937",
    "kind": "arxiv",
    "version": 1
  }
}