Pith Number

pith:E45GG3ZC

pith:2020:E45GG3ZCQYGW5US55ZC2JJSJ4A

not attested not anchored not stored refs pending

Time Series Forecasting Using LSTM Networks: A Symbolic Approach

Stefan G\"uttel, Steven Elsworth

arxiv:2003.05672 v1 · 2020-03-12 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E45GG3ZCQYGW5US55ZC2JJSJ4A}

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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

1 paper in Pith

Parallel Two-Stage Approach for Joint Symbolic Approximation of Time Series

Receipt and verification

First computed	2026-07-05T00:47:32.897858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

273a636f22860d6ed25dee45a4a649e0195dd0abe798c9ff2386826c3afc3c70

Aliases

arxiv: 2003.05672 · arxiv_version: 2003.05672v1 · doi: 10.48550/arxiv.2003.05672 · pith_short_12: E45GG3ZCQYGW · pith_short_16: E45GG3ZCQYGW5US5 · pith_short_8: E45GG3ZC

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/E45GG3ZCQYGW5US55ZC2JJSJ4A \
  | 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: 273a636f22860d6ed25dee45a4a649e0195dd0abe798c9ff2386826c3afc3c70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6efe72b3f7a189daf3113cca782dd2baeb27dff91ae9b57c34b7f188fda25d9c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-12T09:18:22Z",
    "title_canon_sha256": "7e6814551b3583660b96bcbd8cd1b540d9049ecf64bb979d495355c7ae49cdb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.05672",
    "kind": "arxiv",
    "version": 1
  }
}