Pith Number

pith:AQLXZXPJ

pith:2026:AQLXZXPJGVZSOZZL7Q5D6N2VT3

not attested not anchored not stored refs pending

Can Deep Generative Models Reproduce Non-Stationary Gaussian Random Fields?

Daniel Kua, Yan Song

arxiv:2607.25929 v1 · 2026-07-28 · 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{AQLXZXPJGVZSOZZL7Q5D6N2VT3}

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.

Receipt and verification

First computed	2026-07-29T01:26:11.591693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04177cdde9357327672bfc3a3f37559ed884b57a52fa77c4e126ac82d256c742

Aliases

arxiv: 2607.25929 · arxiv_version: 2607.25929v1 · doi: 10.48550/arxiv.2607.25929 · pith_short_12: AQLXZXPJGVZS · pith_short_16: AQLXZXPJGVZSOZZL · pith_short_8: AQLXZXPJ

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/AQLXZXPJGVZSOZZL7Q5D6N2VT3 \
  | 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: 04177cdde9357327672bfc3a3f37559ed884b57a52fa77c4e126ac82d256c742

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f0d8d8fa74fd8a94d2fdeabbaec31378a4b91d289f03dbce7236d2d420b85b5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-28T16:15:39Z",
    "title_canon_sha256": "d95f459b4c929b0835105f35a5d60051f608eb36287d23f8776e8f4269620c25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.25929",
    "kind": "arxiv",
    "version": 1
  }
}