Pith Number

pith:UDXXCYHO

pith:2019:UDXXCYHOPASEEOG35MOBRN6VSA

not attested not anchored not stored refs pending

Evaluating Scalable Uncertainty Estimation Methods for DNN-Based Molecular Property Prediction

Barbara Pernici, Colin A. Grambow, Gabriele Scalia, William H. Green, Yi-Pei Li

arxiv:1910.03127 v1 · 2019-10-07 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{UDXXCYHOPASEEOG35MOBRN6VSA}

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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

Modelling magnetic material properties with uncertainty-aware neural networks

Receipt and verification

First computed	2026-07-05T00:10:18.657796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0ef7160ee78244238dbeb1c18b7d5900971df11a30c3dc89f89f273103066ab

Aliases

arxiv: 1910.03127 · arxiv_version: 1910.03127v1 · doi: 10.48550/arxiv.1910.03127 · pith_short_12: UDXXCYHOPASE · pith_short_16: UDXXCYHOPASEEOG3 · pith_short_8: UDXXCYHO

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/UDXXCYHOPASEEOG35MOBRN6VSA \
  | 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: a0ef7160ee78244238dbeb1c18b7d5900971df11a30c3dc89f89f273103066ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3096517242ff0be80f79fae30f24f8d30177679406046ad6451991982a760577",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-07T23:04:43Z",
    "title_canon_sha256": "8996674cf63226b91f1027d3a0f8f7b9b94c980de1da1830f5546620e1eef2b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.03127",
    "kind": "arxiv",
    "version": 1
  }
}