Pith Number

pith:GQVWHB44

pith:2019:GQVWHB44KXIIGCTW52GV2CB2FA

not attested not anchored not stored refs pending

Machine learning memory kernels as closure for non-Markovian stochastic processes

Antonio Russo, Ioannis G. Kevrekidis, Miguel A. Duran-Olivencia, Serafim Kalliadasis

arxiv:1903.09562 v4 · 2019-03-22 · cond-mat.stat-mech · cond-mat.soft · physics.comp-ph

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\usepackage{pith}
\pithnumber{GQVWHB44KXIIGCTW52GV2CB2FA}

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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

A unified framework for data-driven construction of stochastic reduced models with state-dependent memory

Receipt and verification

First computed	2026-07-05T05:17:42.044515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

342b63879c55d0830a76ee8d5d083a2829d45619c2836a48652c6985f79d7abb

Aliases

arxiv: 1903.09562 · arxiv_version: 1903.09562v4 · doi: 10.48550/arxiv.1903.09562 · pith_short_12: GQVWHB44KXII · pith_short_16: GQVWHB44KXIIGCTW · pith_short_8: GQVWHB44

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/GQVWHB44KXIIGCTW52GV2CB2FA \
  | 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: 342b63879c55d0830a76ee8d5d083a2829d45619c2836a48652c6985f79d7abb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f216bbdf626987a050b736e611b9dcdc82d4544d2dcc82c5c2e413f2ea8a0b3",
    "cross_cats_sorted": [
      "cond-mat.soft",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.stat-mech",
    "submitted_at": "2019-03-22T15:38:20Z",
    "title_canon_sha256": "116f948fc792ee01cc3992658aa72871298f3de165e519c9a08af845606798c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.09562",
    "kind": "arxiv",
    "version": 4
  }
}