Pith Number

pith:KTERA227

pith:2022:KTERA2277H2GTZQ4IFLL42DXDC

not attested not anchored not stored refs pending

FastFlows: Flow-Based Models for Molecular Graph Generation

Bharath Ramsundar, Nathan C. Frey, Vijay Gadepally

arxiv:2201.12419 v1 · 2022-01-28 · physics.chem-ph · 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{KTERA2277H2GTZQ4IFLL42DXDC}

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

1 paper in Pith

De Novo Generation of Hit-like Molecules from Gene Expression Profiles via Deep Learning

Receipt and verification

First computed	2026-07-05T03:52:36.332621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54c9106b5ff9f469e61c4156be687718901fc5596a0ab7de56901c684c1427c7

Aliases

arxiv: 2201.12419 · arxiv_version: 2201.12419v1 · doi: 10.48550/arxiv.2201.12419 · pith_short_12: KTERA2277H2G · pith_short_16: KTERA2277H2GTZQ4 · pith_short_8: KTERA227

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/KTERA2277H2GTZQ4IFLL42DXDC \
  | 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: 54c9106b5ff9f469e61c4156be687718901fc5596a0ab7de56901c684c1427c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19ffa8eed17c09fad3c4b5820217917e5e8e45a43d8edbfc3d46f4af68bba57d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2022-01-28T21:08:31Z",
    "title_canon_sha256": "89011fe485b77f998b8b7ad89e735109ecf8176454ac57b7554b2f463edb80ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.12419",
    "kind": "arxiv",
    "version": 1
  }
}