Pith Number

pith:53DITCAD

pith:2024:53DITCADZ53HPSQVAHQJY2RNK7

not attested not anchored not stored refs pending

Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation

Jeff Guo, Philippe Schwaller

arxiv:2405.17066 v1 · 2024-05-27 · q-bio.BM · 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{53DITCADZ53HPSQVAHQJY2RNK7}

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.

Cited by

2 papers in Pith

Multi-Objective Molecular Generation with Frequency-Controlled Evolutionary Dynamics

A Survey of Mamba

Receipt and verification

First computed	2026-07-05T08:23:39.447042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eec6898803cf7677ca1501e09c6a2d57e1cdc7cd5bceee0b1c71f9a45f0d9450

Aliases

arxiv: 2405.17066 · arxiv_version: 2405.17066v1 · doi: 10.48550/arxiv.2405.17066 · pith_short_12: 53DITCADZ53H · pith_short_16: 53DITCADZ53HPSQV · pith_short_8: 53DITCAD

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/53DITCADZ53HPSQVAHQJY2RNK7 \
  | 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: eec6898803cf7677ca1501e09c6a2d57e1cdc7cd5bceee0b1c71f9a45f0d9450

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15c438c3f1206f287404d6ec1413f0e9da0ddabf72c7d33345a195807031202d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.BM",
    "submitted_at": "2024-05-27T11:37:36Z",
    "title_canon_sha256": "fdcc0555a01472db11c21ee673dac19d01e09a5c9c3a31120bdf00b95e40efae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17066",
    "kind": "arxiv",
    "version": 1
  }
}