Pith Number

pith:ESZR3T4Q

pith:2025:ESZR3T4QUCP63XEQFNAS4MCZA2

not attested not anchored not stored refs pending

Robust and Conjugate Spatio-Temporal Gaussian Processes

Andrew Duncan, Fran\c{c}ois-Xavier Briol, Jeremias Knoblauch, Matias Altamirano, William Laplante

arxiv:2502.02450 v2 · 2025-02-04 · stat.CO · stat.ME · 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{ESZR3T4QUCP63XEQFNAS4MCZA2}

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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

3 papers in Pith

BALLAST: Bayesian Active Learning with Look-ahead Amendment for Sea-drifter Trajectories under Spatio-Temporal Vector Fields

Concentration and Calibration in Predictive Bayesian Inference

Receipt and verification

First computed	2026-07-05T11:10:51.280577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24b31dcf90a09feddc902b412e30590697e75052583409690277c0c783be1e5b

Aliases

arxiv: 2502.02450 · arxiv_version: 2502.02450v2 · doi: 10.48550/arxiv.2502.02450 · pith_short_12: ESZR3T4QUCP6 · pith_short_16: ESZR3T4QUCP63XEQ · pith_short_8: ESZR3T4Q

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/ESZR3T4QUCP63XEQFNAS4MCZA2 \
  | 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: 24b31dcf90a09feddc902b412e30590697e75052583409690277c0c783be1e5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4efb9eddfe4f588a07ff2846afa5636ef0d1dc8ffb467e340663fa9b01d703f5",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2025-02-04T16:16:01Z",
    "title_canon_sha256": "033b2c62393e2095bce7be70ce70b8cdab45fbb0619a8e80a9da784dd2e70348"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02450",
    "kind": "arxiv",
    "version": 2
  }
}