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Pith Number

pith:K7YACVG7

pith:2019:K7YACVG7Y5LGEBNXGSISB7O4FM
not attested not anchored not stored refs pending

Deep learning for molecular design - a review of the state of the art

Daniel C. Elton, Mark D. Fuge, Peter W. Chung, Zois Boukouvalas

arxiv:1903.04388 v3 · 2019-03-11 · cs.LG · physics.chem-ph · stat.ML

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 2026-05-17T23:45:20.109339Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

57f00154dfc7566205b7349120fddc2b0724d13ee58957de77d70bf168ca9e27

Aliases

arxiv: 1903.04388 · arxiv_version: 1903.04388v3 · doi: 10.48550/arxiv.1903.04388 · pith_short_12: K7YACVG7Y5LG · pith_short_16: K7YACVG7Y5LGEBNX · pith_short_8: K7YACVG7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/K7YACVG7Y5LGEBNXGSISB7O4FM \
  | 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: 57f00154dfc7566205b7349120fddc2b0724d13ee58957de77d70bf168ca9e27
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ba49faa48d81ae5622f88953dd7847200b995e8862d1653969715cd2e1130ca7",
    "cross_cats_sorted": [
      "physics.chem-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-11T15:51:47Z",
    "title_canon_sha256": "ab01979b25883a232c93e766d3e3dfca3633de2c2f01040a72666c95d659ad2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.04388",
    "kind": "arxiv",
    "version": 3
  }
}