Pith Number

pith:VIAZ2FMH

pith:2019:VIAZ2FMHB35CH2PJE7S2MIJQLL

not attested not anchored not stored refs pending

Cognitive swarming in complex environments with attractor dynamics and oscillatory computing

Grace M. Hwang, Joseph D. Monaco, Kechen Zhang, Kevin M. Schultz

arxiv:1909.06711 v1 · 2019-09-15 · cs.MA · cs.NE · cs.RO · nlin.AO · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VIAZ2FMHB35CH2PJE7S2MIJQLL}

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.

Cited by

1 paper in Pith

Generative Modeling of Networked Time-Series via Transformer Architectures

Receipt and verification

First computed	2026-07-05T02:40:25.701558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa019d15870efa23e9e927e5a621305af5665891c70eff504f8313be689411e6

Aliases

arxiv: 1909.06711 · arxiv_version: 1909.06711v1 · doi: 10.48550/arxiv.1909.06711 · pith_short_12: VIAZ2FMHB35C · pith_short_16: VIAZ2FMHB35CH2PJ · pith_short_8: VIAZ2FMH

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/VIAZ2FMHB35CH2PJE7S2MIJQLL \
  | 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: aa019d15870efa23e9e927e5a621305af5665891c70eff504f8313be689411e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e694eed62565896287730f4fa0aa8921827f5638a4da94aa8cec43465a4977e",
    "cross_cats_sorted": [
      "cs.NE",
      "cs.RO",
      "nlin.AO",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2019-09-15T02:02:22Z",
    "title_canon_sha256": "3f44b3d94109962ae38f533431730431115f27a5bd56334f99529e39be4984ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.06711",
    "kind": "arxiv",
    "version": 1
  }
}