Pith Number

pith:47DI2SJR

pith:2024:47DI2SJROIN6AQGCEK7ZH3TCA5

not attested not anchored not stored refs pending

Condensed Stein Variational Gradient Descent for Uncertainty Quantification of Neural Networks

Cosmin Safta, Govinda Anantha Padmanabha, Nikolaos Bouklas, Reese E. Jones

arxiv:2412.16462 v1 · 2024-12-21 · cs.LG · physics.comp-ph · stat.ML

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\usepackage{pith}
\pithnumber{47DI2SJROIN6AQGCEK7ZH3TCA5}

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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

Physics Augmented Machine Learning Discovery of Composition-Dependent Constitutive Laws for 3D Printed Digital Materials

Receipt and verification

First computed	2026-07-05T09:53:10.296760Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7c68d4931721be040c222bf93ee620750f88bcd179a7568a8823c822fb22cfe

Aliases

arxiv: 2412.16462 · arxiv_version: 2412.16462v1 · doi: 10.48550/arxiv.2412.16462 · pith_short_12: 47DI2SJROIN6 · pith_short_16: 47DI2SJROIN6AQGC · pith_short_8: 47DI2SJR

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/47DI2SJROIN6AQGCEK7ZH3TCA5 \
  | 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: e7c68d4931721be040c222bf93ee620750f88bcd179a7568a8823c822fb22cfe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d9f6889ca0af2028be00db0b8ac15e10fefd86aa5117aeb4e07745653480e21",
    "cross_cats_sorted": [
      "physics.comp-ph",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-21T03:28:07Z",
    "title_canon_sha256": "7aa4c0e4cf531155e75c06dedf333c37c33ad0a83ee281d26dee929db6876875"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16462",
    "kind": "arxiv",
    "version": 1
  }
}