Pith Number

pith:S4G7SETK

pith:2025:S4G7SETKY5K2Y4GAAAXQ55SD7F

not attested not anchored not stored refs pending

Self-Supervised Evolution Operator Learning for High-Dimensional Dynamical Systems

Giacomo Turri, Kai Zhu, Luigi Bonati, Massimiliano Pontil, Pietro Novelli

arxiv:2505.18671 v1 · 2025-05-24 · cs.LG · math.DS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S4G7SETKY5K2Y4GAAAXQ55SD7F}

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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

Reward-free Pretraining for Reinforcement Learning via Occupancy Coverage Maximization

Receipt and verification

First computed	2026-07-05T11:09:17.381222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

970df9126ac755ac70c0002f0ef643f95215408b64f88af52e08d6b8f6e74988

Aliases

arxiv: 2505.18671 · arxiv_version: 2505.18671v1 · doi: 10.48550/arxiv.2505.18671 · pith_short_12: S4G7SETKY5K2 · pith_short_16: S4G7SETKY5K2Y4GA · pith_short_8: S4G7SETK

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/S4G7SETKY5K2Y4GAAAXQ55SD7F \
  | 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: 970df9126ac755ac70c0002f0ef643f95215408b64f88af52e08d6b8f6e74988

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "764cc70a84be2ea2b6ebbbcefd0a05fc546be2d3f2228f12ad2dd416e8717db8",
    "cross_cats_sorted": [
      "math.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-24T12:18:19Z",
    "title_canon_sha256": "5badc3b3670556b74abda9e91baa7794f2d0a9238d6884afa30cbcc0499fb292"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18671",
    "kind": "arxiv",
    "version": 1
  }
}