Pith Number

pith:BWH3LEUS

pith:2018:BWH3LEUSQULUIBBNIYOP3XOCHC

not attested not anchored not stored refs pending

EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction

Deqiang Kong, Hua Han, Yao Zhao, Youru Li, Zhenfeng Zhu

arxiv:1811.03760 v1 · 2018-11-09 · cs.LG · cs.NE · 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{BWH3LEUSQULUIBBNIYOP3XOCHC}

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	2026-05-18T00:01:12.106695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d8fb59292851744042d461cfdddc238a5d667f6988efe4e803095133f77baf4

Aliases

arxiv: 1811.03760 · arxiv_version: 1811.03760v1 · doi: 10.48550/arxiv.1811.03760 · pith_short_12: BWH3LEUSQULU · pith_short_16: BWH3LEUSQULUIBBN · pith_short_8: BWH3LEUS

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/BWH3LEUSQULUIBBNIYOP3XOCHC \
  | 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: 0d8fb59292851744042d461cfdddc238a5d667f6988efe4e803095133f77baf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6281004ffc37bd542211ff53fec9b44d8b33386876d86845859a4a723c8e6400",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-09T03:42:36Z",
    "title_canon_sha256": "b957625aebcf989b7847fef59b7b9ef0e8a462ca86b8f9274b98e68d16bef4b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.03760",
    "kind": "arxiv",
    "version": 1
  }
}