Pith Number

pith:UCL3FGPF

pith:2023:UCL3FGPFVEDXX34EY6EF2DCTTS

not attested not anchored not stored refs pending

Deep Learning-based Analysis of Basins of Attraction

Alexandre Wagemakers, David Valle, Miguel A.F. Sanju\'an

arxiv:2309.15732 v2 · 2023-09-27 · 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{UCL3FGPFVEDXX34EY6EF2DCTTS}

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	2026-07-05T08:32:31.820493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a097b299e5a9077bef84c7885d0c539cb3f56d9731ac75e5ee6f49b305e12fba

Aliases

arxiv: 2309.15732 · arxiv_version: 2309.15732v2 · doi: 10.48550/arxiv.2309.15732 · pith_short_12: UCL3FGPFVEDX · pith_short_16: UCL3FGPFVEDXX34E · pith_short_8: UCL3FGPF

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/UCL3FGPFVEDXX34EY6EF2DCTTS \
  | 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: a097b299e5a9077bef84c7885d0c539cb3f56d9731ac75e5ee6f49b305e12fba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c370596f4ada3c0984ed7f211a69f116d21456871dd88d006e93bc7f940ee447",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-27T15:41:12Z",
    "title_canon_sha256": "87c4d1d832322c7b92520067cedb1cd3a6b8360d3076013cb45d3d28a1b5c664"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.15732",
    "kind": "arxiv",
    "version": 2
  }
}