Pith Number

pith:JP5QTKLV

pith:2024:JP5QTKLVOXUUOSSHXT6YUGS26P

not attested not anchored not stored refs pending

Data-driven Effective Modeling of Multiscale Stochastic Dynamical Systems

Dongbin Xiu, Yuan Chen

arxiv:2408.14821 v1 · 2024-08-27 · cs.LG · cs.NA · math.NA · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JP5QTKLVOXUUOSSHXT6YUGS26P}

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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

Learning Stochastic Hamiltonian Systems via Stochastic Generating Function Neural Network

Receipt and verification

First computed	2026-07-05T08:59:39.422907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bfb09a97575e9474a47bcfd8a1a5af3f9c3eeef995643f3914c578cae4f6afc

Aliases

arxiv: 2408.14821 · arxiv_version: 2408.14821v1 · doi: 10.48550/arxiv.2408.14821 · pith_short_12: JP5QTKLVOXUU · pith_short_16: JP5QTKLVOXUUOSSH · pith_short_8: JP5QTKLV

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/JP5QTKLVOXUUOSSHXT6YUGS26P \
  | 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: 4bfb09a97575e9474a47bcfd8a1a5af3f9c3eeef995643f3914c578cae4f6afc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77ae97625840da72d8c48cbb02ffe03258f54938221dc56fe3b57c8cf408dba7",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-27T07:03:51Z",
    "title_canon_sha256": "d59b4a34b1ceadb181799a87ec20486a764a6b160a917072a3f1626aa8e8d02c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14821",
    "kind": "arxiv",
    "version": 1
  }
}