Pith Number

pith:L5PGQMUO

pith:2025:L5PGQMUOA2435PUYSPCKAYLEMM

not attested not anchored not stored refs pending

A Deep Generative Model for the Simulation of Discrete Karst Networks

Dany Lauzon, Julien Straubhaar, Philippe Renard

arxiv:2506.09832 v1 · 2025-06-11 · 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{L5PGQMUOA2435PUYSPCKAYLEMM}

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	2026-07-05T11:19:57.629172Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f5e68328e06b9bebe9893c4a06164631e955911b4afd084f02d8b069521cf1d

Aliases

arxiv: 2506.09832 · arxiv_version: 2506.09832v1 · doi: 10.48550/arxiv.2506.09832 · pith_short_12: L5PGQMUOA243 · pith_short_16: L5PGQMUOA2435PUY · pith_short_8: L5PGQMUO

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/L5PGQMUOA2435PUYSPCKAYLEMM \
  | 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: 5f5e68328e06b9bebe9893c4a06164631e955911b4afd084f02d8b069521cf1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56bccf49d706c14fb6ffd5d9b2774503ff1633871208fc010476cfc419c89f55",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-06-11T15:10:41Z",
    "title_canon_sha256": "946beb55c407a67c420a50793fe4c50a622f584498fc63cd6bae2d11d2dcdaa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09832",
    "kind": "arxiv",
    "version": 1
  }
}