Pith Number

pith:AFBTZZXG

pith:2025:AFBTZZXGAB76QBGEOU5JSE5BC2

not attested not anchored not stored refs pending

Predictive posterior sampling from non-stationnary Gaussian process priors via Diffusion models with application to climate data

Gabriel V Cardoso, Mike Pereira

arxiv:2505.24556 v1 · 2025-05-23 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AFBTZZXGAB76QBGEOU5JSE5BC2}

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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

Neural Conditional Simulation for Complex Spatial Processes

Receipt and verification

First computed	2026-07-05T11:12:52.228064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01433ce6e6007fe804c4753a9913a1169e9da76c5830ee1e04c7e0d86df41195

Aliases

arxiv: 2505.24556 · arxiv_version: 2505.24556v1 · doi: 10.48550/arxiv.2505.24556 · pith_short_12: AFBTZZXGAB76 · pith_short_16: AFBTZZXGAB76QBGE · pith_short_8: AFBTZZXG

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/AFBTZZXGAB76QBGEOU5JSE5BC2 \
  | 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: 01433ce6e6007fe804c4753a9913a1169e9da76c5830ee1e04c7e0d86df41195

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fec17cb40ea5bac302789641a5aa6b366438168a82d56c55f67d876febfef12f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-23T07:40:53Z",
    "title_canon_sha256": "3bea8bc352bff6ae90e2658bbdd6e23b7793c888b34a0b60ded108c190da74e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24556",
    "kind": "arxiv",
    "version": 1
  }
}