Pith Number

pith:V2ELLKC3

pith:2022:V2ELLKC3TRSRXUP3YXHI2YRXV2

not attested not anchored not stored refs pending

An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks

David C. Anastasiu, Jack Xu, Yanhong Li

arxiv:2211.15891 v1 · 2022-11-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V2ELLKC3TRSRXUP3YXHI2YRXV2}

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	2026-07-05T07:23:55.053832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae88b5a85b9c651bd1fbc5ce8d6237ae93243fccac2caff5637dd4442a02ecdf

Aliases

arxiv: 2211.15891 · arxiv_version: 2211.15891v1 · doi: 10.48550/arxiv.2211.15891 · pith_short_12: V2ELLKC3TRSR · pith_short_16: V2ELLKC3TRSRXUP3 · pith_short_8: V2ELLKC3

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/V2ELLKC3TRSRXUP3YXHI2YRXV2 \
  | 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: ae88b5a85b9c651bd1fbc5ce8d6237ae93243fccac2caff5637dd4442a02ecdf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "947905f14b40a57b923116f69adfdad4dde8f8ea3f28d0901477e589309dc1c0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-29T03:01:59Z",
    "title_canon_sha256": "0c69637d8f872a8df6739537771c49f5dec329d4d2baf5a41947cf82447c9040"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.15891",
    "kind": "arxiv",
    "version": 1
  }
}