Pith Number

pith:ZYSAWJGJ

pith:2024:ZYSAWJGJCLQ46UN5DI4Y23XYS2

not attested not anchored not stored refs pending

Towards DNA-Encoded Library Generation with GFlowNets

Almer van der Sloot, Anne Marinier, Doris Alexandra Schuetz, Louis Vaillancourt, Mathieu Bourgey, Micha{\l} Koziarski, Mohammed Abukalam, Moksh Jain, Vedant Shah, Yoshua Bengio

arxiv:2404.10094 v1 · 2024-04-15 · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZYSAWJGJCLQ46UN5DI4Y23XYS2}

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	2026-07-05T08:08:25.235550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce240b24c912e1cf51bd1a398d6ef896bc94d4107d3ae97a539ad31545d88282

Aliases

arxiv: 2404.10094 · arxiv_version: 2404.10094v1 · doi: 10.48550/arxiv.2404.10094 · pith_short_12: ZYSAWJGJCLQ4 · pith_short_16: ZYSAWJGJCLQ46UN5 · pith_short_8: ZYSAWJGJ

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/ZYSAWJGJCLQ46UN5DI4Y23XYS2 \
  | 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: ce240b24c912e1cf51bd1a398d6ef896bc94d4107d3ae97a539ad31545d88282

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d1ebc5c7ad854692927bf0086dc65f2b061e7330c4ec62cba8b637880e608f4",
    "cross_cats_sorted": [
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-15T19:01:20Z",
    "title_canon_sha256": "d2ad8b050aba940638270f40a10a1e482cc8524e1a29ed53f9df9c7f8a048c20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.10094",
    "kind": "arxiv",
    "version": 1
  }
}