Pith Number

pith:JQJWOJOR

pith:2025:JQJWOJORQ5OYETOGBO5YTUT3QC

not attested not anchored not stored refs pending

Neural Conditional Simulation for Complex Spatial Processes

Andrew Zammit-Mangion, Julia Walchessen, Mikael Kuusela, Rapha\"el Huser

arxiv:2508.20067 v3 · 2025-08-27 · 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{JQJWOJORQ5OYETOGBO5YTUT3QC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 Non-stationary, Amortized, Transfer Learning Approach for Modeling Italian Air Quality

Receipt and verification

First computed	2026-07-21T00:19:50.708614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c136725d1875d824dc60bbb89d27b80a4f5ccb64cf94b03cda7401f989b1d4a

Aliases

arxiv: 2508.20067 · arxiv_version: 2508.20067v3 · doi: 10.48550/arxiv.2508.20067 · pith_short_12: JQJWOJORQ5OY · pith_short_16: JQJWOJORQ5OYETOG · pith_short_8: JQJWOJOR

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/JQJWOJORQ5OYETOGBO5YTUT3QC \
  | 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: 4c136725d1875d824dc60bbb89d27b80a4f5ccb64cf94b03cda7401f989b1d4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "499e4e5695a81128321fa859f5b74bb13be788ed8c65e0bf9d55547de066424d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-08-27T17:21:32Z",
    "title_canon_sha256": "4e81fb3b08420d8e3939705584efef5d8f41ad4cfba829570763218527f4ab72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20067",
    "kind": "arxiv",
    "version": 3
  }
}