Pith Number

pith:NSWZ7KDM

pith:2025:NSWZ7KDM3VRHGRE5JTR4CG7YMA

not attested not anchored not stored refs pending

Data-driven approximation of transfer operators for mean-field stochastic differential equations

Eirini Ioannou, Gon\c{c}alo dos Reis, Stefan Klus

arxiv:2509.09891 v1 · 2025-09-11 · math.DS · cs.NA · math.NA · math.PR · stat.ML

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\usepackage{pith}
\pithnumber{NSWZ7KDM3VRHGRE5JTR4CG7YMA}

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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

Data-driven Reduction of Transfer Operators for Particle Clustering Dynamics

Receipt and verification

First computed	2026-07-05T12:09:51.529764Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cad9fa86cdd6273449d4ce3c11bf860017f1fdbc1844b0125554686dc275352

Aliases

arxiv: 2509.09891 · arxiv_version: 2509.09891v1 · doi: 10.48550/arxiv.2509.09891 · pith_short_12: NSWZ7KDM3VRH · pith_short_16: NSWZ7KDM3VRHGRE5 · pith_short_8: NSWZ7KDM

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/NSWZ7KDM3VRHGRE5JTR4CG7YMA \
  | 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: 6cad9fa86cdd6273449d4ce3c11bf860017f1fdbc1844b0125554686dc275352

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e89970a8a82f5b45d193ef9bec667ef6dead267cdc039ebb3de28662560ecee",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "math.PR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.DS",
    "submitted_at": "2025-09-11T23:06:48Z",
    "title_canon_sha256": "0cf08bfc64ea0365d8480193f37e0f7288d660f29660fe2df685d132ce7c652b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.09891",
    "kind": "arxiv",
    "version": 1
  }
}