Pith Number

pith:KNSLOZP7

pith:2026:KNSLOZP7YNRPY3KWIRA2CQL6ZD

not attested not anchored not stored refs pending

Probabilistic function-on-function nonlinear autoregressive model for emulation and reliability analysis of stochastic dynamical systems

Bruno Sudret, Marcos A. Valdebenito, Matthias G.R. Faes, Stefano Marelli, Styfen Sch\"ar, Zhouzhou Song

arxiv:2602.01929 v2 · 2026-02-02 · math.DS · stat.CO · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KNSLOZP7YNRPY3KWIRA2CQL6ZD}

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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

Time-variant reliability using time-dependent surrogate models

Receipt and verification

First computed	2026-06-19T16:12:50.956509Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5364b765ffc362fc6d564441a1417ec8d907eade4ff7dbc3d71df9d40ea26fb2

Aliases

arxiv: 2602.01929 · arxiv_version: 2602.01929v2 · doi: 10.48550/arxiv.2602.01929 · pith_short_12: KNSLOZP7YNRP · pith_short_16: KNSLOZP7YNRPY3KW · pith_short_8: KNSLOZP7

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/KNSLOZP7YNRPY3KWIRA2CQL6ZD \
  | 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: 5364b765ffc362fc6d564441a1417ec8d907eade4ff7dbc3d71df9d40ea26fb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5746ec6bd0043739c2faf15c3a05ce53b86cd44f81f03bcfc63c75ef7408ba87",
    "cross_cats_sorted": [
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "math.DS",
    "submitted_at": "2026-02-02T10:29:30Z",
    "title_canon_sha256": "55d98707ae88d7284f73fa26253d1ae40d530f04ecb7093364dd7cc118f34785"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.01929",
    "kind": "arxiv",
    "version": 2
  }
}