Pith Number

pith:66ETS4PT

pith:2019:66ETS4PT5CIQA3ZI7ZMT6CA7MA

not attested not anchored not stored refs pending

Recurrent Neural Networks for Time Series Forecasting: Current Status and Future Directions

Christoph Bergmeir, Hansika Hewamalage, Kasun Bandara

arxiv:1909.00590 v5 · 2019-09-02 · 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{66ETS4PT5CIQA3ZI7ZMT6CA7MA}

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	2026-07-05T02:01:28.074033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7893971f3e891006f28fe593f081f6037eff879d2854ab8044c7572ed5cd484

Aliases

arxiv: 1909.00590 · arxiv_version: 1909.00590v5 · doi: 10.48550/arxiv.1909.00590 · pith_short_12: 66ETS4PT5CIQ · pith_short_16: 66ETS4PT5CIQA3ZI · pith_short_8: 66ETS4PT

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/66ETS4PT5CIQA3ZI7ZMT6CA7MA \
  | 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: f7893971f3e891006f28fe593f081f6037eff879d2854ab8044c7572ed5cd484

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "158720856ab6ddf80f96c1d6b05ea331e611af8a18599abaaa9f3bc0666adba9",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-02T08:20:30Z",
    "title_canon_sha256": "49acfa5d132ec329c3a9fa077f9015d542868ddb68f4911ffaf6e02a817dbf9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.00590",
    "kind": "arxiv",
    "version": 5
  }
}