Pith. sign in
Pith Number

pith:44SVORT4

pith:2024:44SVORT45HNDQMG7XRVGJ7CTQE
not attested not anchored not stored refs pending

Cell Morphology-Guided Small Molecule Generation with GFlowNets

Ehsan Hajiramezanali, Gabriele Scalia, Micha{\l} Koziarski, Stephen Zhewen Lu, Tommaso Biancalani, Yoshua Bengio, Ziqing Lu

arxiv:2408.05196 v1 · 2024-08-09 · cs.LG · q-bio.BM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{44SVORT45HNDQMG7XRVGJ7CTQE}

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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 2026-07-05T08:53:58.236277Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e72557467ce9da3830dfbc6a64fc53810f0f8a0ea028dd06fc780afe14ba9e7c

Aliases

arxiv: 2408.05196 · arxiv_version: 2408.05196v1 · doi: 10.48550/arxiv.2408.05196 · pith_short_12: 44SVORT45HND · pith_short_16: 44SVORT45HNDQMG7 · pith_short_8: 44SVORT4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/44SVORT45HNDQMG7XRVGJ7CTQE \
  | 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: e72557467ce9da3830dfbc6a64fc53810f0f8a0ea028dd06fc780afe14ba9e7c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "da8353c15b4e530ffaa3886a10fa75532f8e325f291b1f20b611d66a08292aeb",
    "cross_cats_sorted": [
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-09T17:40:35Z",
    "title_canon_sha256": "87470e7636f9653c0543e437aafade81dc133e120ea6775ef5f930abf247b9cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05196",
    "kind": "arxiv",
    "version": 1
  }
}