Pith Number

pith:HQ56M427

pith:2022:HQ56M4277GUG3HMCP4PZ766OPQ

not attested not anchored not stored refs pending

Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent

Benjamin Gess, Rishabh S. Gvalani, Vitalii Konarovskyi

arxiv:2207.05705 v2 · 2022-07-12 · math.PR · cs.LG · math.AP · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HQ56M4277GUG3HMCP4PZ766OPQ}

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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

Linearization of ergodic McKean SDEs and applications

Receipt and verification

First computed	2026-07-05T05:25:15.872503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c3be6735ff9a86d9d827f1f9ffbce7c0eea187494ea9f2f0d06b699b410706d

Aliases

arxiv: 2207.05705 · arxiv_version: 2207.05705v2 · doi: 10.48550/arxiv.2207.05705 · pith_short_12: HQ56M4277GUG · pith_short_16: HQ56M4277GUG3HMC · pith_short_8: HQ56M427

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/HQ56M4277GUG3HMCP4PZ766OPQ \
  | 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: 3c3be6735ff9a86d9d827f1f9ffbce7c0eea187494ea9f2f0d06b699b410706d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc13222509749d1be740ec6a5d09d5c3d9ab2c26783398289475839199b2e510",
    "cross_cats_sorted": [
      "cs.LG",
      "math.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.PR",
    "submitted_at": "2022-07-12T17:27:18Z",
    "title_canon_sha256": "e7a8be7352b41dd946071ff7cf0457c64e59c88beec4e50b7f805c9e1da44c5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.05705",
    "kind": "arxiv",
    "version": 2
  }
}