Pith Number

pith:MI3HP3ZN

pith:2021:MI3HP3ZNSN5IOM3G6BM6QU3IGO

not attested not anchored not stored refs pending

Comprehensive learning particle swarm optimization enabled modeling framework for multi-step-ahead influenza prediction

Siyue Yang, Yukun Bao

arxiv:2110.14343 v1 · 2021-10-27 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MI3HP3ZNSN5IOM3G6BM6QU3IGO}

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	2026-07-05T03:26:26.699646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

623677ef2d937a873366f059e8536833ae1134a75acc30c1eb47a16905dcab97

Aliases

arxiv: 2110.14343 · arxiv_version: 2110.14343v1 · doi: 10.48550/arxiv.2110.14343 · pith_short_12: MI3HP3ZNSN5I · pith_short_16: MI3HP3ZNSN5IOM3G · pith_short_8: MI3HP3ZN

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/MI3HP3ZNSN5IOM3G6BM6QU3IGO \
  | 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: 623677ef2d937a873366f059e8536833ae1134a75acc30c1eb47a16905dcab97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e9b54ddfdd5b1c364639f9a7b77b89ba563dff8f029dc2dde7f1e0675e483dd",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-27T10:50:40Z",
    "title_canon_sha256": "6c435fe622e245d86d10767cf7174e3cd5427191bd4abc7fa80f749701499ee9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14343",
    "kind": "arxiv",
    "version": 1
  }
}