Pith Number

pith:7QLAINXY

pith:2024:7QLAINXYIDM4WKIO4BHYAX7EJA

not attested not anchored not stored refs pending

MING: A Functional Approach to Learning Molecular Generative Models

Alexandros Kalousis, Giangiacomo Mercatali, Maciej Falkiewicz, Van Khoa Nguyen

arxiv:2410.12522 v2 · 2024-10-16 · 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{7QLAINXYIDM4WKIO4BHYAX7EJA}

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	2026-07-05T10:15:20.609871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc160436f840d9cb290ee04f805fe4480007100670052f8606efbe7c55d49dcb

Aliases

arxiv: 2410.12522 · arxiv_version: 2410.12522v2 · doi: 10.48550/arxiv.2410.12522 · pith_short_12: 7QLAINXYIDM4 · pith_short_16: 7QLAINXYIDM4WKIO · pith_short_8: 7QLAINXY

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/7QLAINXYIDM4WKIO4BHYAX7EJA \
  | 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: fc160436f840d9cb290ee04f805fe4480007100670052f8606efbe7c55d49dcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fa980e8b1108e7aa2ce2af35283fd6a80de82e7fbf3e1b82387c241a98bff55",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-16T13:02:02Z",
    "title_canon_sha256": "b855b425626265c277d123a4de41737989afb16a6ff64b4c81422405f2ec7523"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12522",
    "kind": "arxiv",
    "version": 2
  }
}