Pith Number

pith:ODOG4SC2

pith:2023:ODOG4SC2NZL6CDWAPDHVLGN3AO

not attested not anchored not stored refs pending

Population Monte Carlo with Normalizing Flow

Antonios Valkanas, Mark Coates, Soumyasundar Pal

arxiv:2312.03857 v2 · 2023-12-06 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ODOG4SC2NZL6CDWAPDHVLGN3AO}

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	2026-07-05T07:23:10.095217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70dc6e485a6e57e10ec078cf5599bb039d17d2b83162eaadb2cba93d74241600

Aliases

arxiv: 2312.03857 · arxiv_version: 2312.03857v2 · doi: 10.48550/arxiv.2312.03857 · pith_short_12: ODOG4SC2NZL6 · pith_short_16: ODOG4SC2NZL6CDWA · pith_short_8: ODOG4SC2

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/ODOG4SC2NZL6CDWAPDHVLGN3AO \
  | 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: 70dc6e485a6e57e10ec078cf5599bb039d17d2b83162eaadb2cba93d74241600

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "468a7d17883f59b0f5b6c9089e70f1f1db4f0130256034e428dcc55dc16a2c39",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-12-06T19:11:10Z",
    "title_canon_sha256": "a1cc349fa1d77809b29736aab28c0b39724a6c57bfa6482e7b0d5852b2efba5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03857",
    "kind": "arxiv",
    "version": 2
  }
}