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Pith Number

pith:MGE62IEB

pith:2016:MGE62IEBH2MXEITZQSJK6MKTAK
not attested not anchored not stored refs pending

Genetic optimization of training sets for improved machine learning models of molecular properties

Nicholas J. Browning, O. Anatole von Lilienfeld, Raghunathan Ramakrishnan, Ursula R\"othlisberger

arxiv:1611.07435 v2 · 2016-11-22 · physics.comp-ph · physics.chem-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MGE62IEBH2MXEITZQSJK6MKTAK}

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 2026-05-18T00:56:44.848884Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6189ed20813e997222798492af315302a66b7e173c2b122ba4a41685f25a0675

Aliases

arxiv: 1611.07435 · arxiv_version: 1611.07435v2 · doi: 10.48550/arxiv.1611.07435 · pith_short_12: MGE62IEBH2MX · pith_short_16: MGE62IEBH2MXEITZ · pith_short_8: MGE62IEB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MGE62IEBH2MXEITZQSJK6MKTAK \
  | 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: 6189ed20813e997222798492af315302a66b7e173c2b122ba4a41685f25a0675
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bc45f05b1017dd406bf9268baf1cc484bd5709a6cc02d04cd919a0fe61f1eb82",
    "cross_cats_sorted": [
      "physics.chem-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2016-11-22T17:51:19Z",
    "title_canon_sha256": "1e0c9c2987e9b74fecebbdc3b5c4d21cd5ee4d062ccf2758737fa9c0fcf0949b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.07435",
    "kind": "arxiv",
    "version": 2
  }
}