Pith Number

pith:CGXYUCJ5

pith:2024:CGXYUCJ5MDH5EFIW3GEOH4MSJL

not attested not anchored not stored refs pending

Zero-shot forecasting of chaotic systems

William Gilpin, Yuanzhao Zhang

arxiv:2409.15771 v3 · 2024-09-24 · cs.LG · nlin.CD · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CGXYUCJ5MDH5EFIW3GEOH4MSJL}

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

3 papers in Pith

FlowMixer: A Depth-Agnostic Neural Architecture for Interpretable Spatiotemporal Forecasting

Is Flow Matching Just Trajectory Replay for Sequential Data?

Can Transformers predict system collapse in dynamical systems?

Receipt and verification

First computed	2026-07-05T10:34:10.212635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11af8a093d60cfd21516d988e3f1924add8404c7530ebc85df9531e9392aaed5

Aliases

arxiv: 2409.15771 · arxiv_version: 2409.15771v3 · doi: 10.48550/arxiv.2409.15771 · pith_short_12: CGXYUCJ5MDH5 · pith_short_16: CGXYUCJ5MDH5EFIW · pith_short_8: CGXYUCJ5

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/CGXYUCJ5MDH5EFIW3GEOH4MSJL \
  | 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: 11af8a093d60cfd21516d988e3f1924add8404c7530ebc85df9531e9392aaed5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c711c12385717ae92be6f2126913c2dec35d122f59f5215890eeefb1cf9690d4",
    "cross_cats_sorted": [
      "nlin.CD",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-24T05:56:58Z",
    "title_canon_sha256": "4304c74d24ba63c56db2de46b01d6c72aba35c298fa7f141cb3f8e2fdb4a338b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15771",
    "kind": "arxiv",
    "version": 3
  }
}