Pith Number

pith:CSMWT5G5

pith:2017:CSMWT5G5X5A3LKGAARUR6OI5KV

not attested not anchored not stored refs pending

An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting

Antonello Rizzi, Enrico Maiorino, Filippo Maria Bianchi, Michael C. Kampffmeyer, Robert Jenssen

arxiv:1705.04378 v2 · 2017-05-11 · cs.NE

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\usepackage{pith}
\pithnumber{CSMWT5G5X5A3LKGAARUR6OI5KV}

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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

2 papers in Pith

Deep Learning for Time Series Forecasting: The Electric Load Case

Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning

Receipt and verification

First computed	2026-05-18T00:10:13.715092Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

149969f4ddbf41b5a8c004691f391d556f4dcfa1a236c20ff6fcff7c57c50fbe

Aliases

arxiv: 1705.04378 · arxiv_version: 1705.04378v2 · doi: 10.48550/arxiv.1705.04378 · pith_short_12: CSMWT5G5X5A3 · pith_short_16: CSMWT5G5X5A3LKGA · pith_short_8: CSMWT5G5

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/CSMWT5G5X5A3LKGAARUR6OI5KV \
  | 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: 149969f4ddbf41b5a8c004691f391d556f4dcfa1a236c20ff6fcff7c57c50fbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95d377f29dd83da4db38479d3dc087de54760bda53d3257d05a82e227c83b9d9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2017-05-11T21:17:00Z",
    "title_canon_sha256": "4b85bfeb0072174533424a7336bd48c6b4e692976f273c9102d7cdc4400488e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.04378",
    "kind": "arxiv",
    "version": 2
  }
}