Pith Number

pith:Q2WX6VRK

pith:2018:Q2WX6VRKSKFOQSQZVFNIIQEA47

not attested not anchored not stored refs pending

Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media

Jichun Wu, Nicholas Zabaras, Shaoxing Mo, Xiaoqing Shi, Yinhao Zhu

arxiv:1807.00882 v1 · 2018-07-02 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{Q2WX6VRKSKFOQSQZVFNIIQEA47}

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Record completeness

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3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

Fast uncertainty quantification of reservoir simulation with variational U-Net

Receipt and verification

First computed	2026-05-17T23:47:15.983930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86ad7f562a928ae84a19a95a844080e7e8aedb9ce99caa921a12a14ef120d9d1

Aliases

arxiv: 1807.00882 · arxiv_version: 1807.00882v1 · doi: 10.48550/arxiv.1807.00882 · pith_short_12: Q2WX6VRKSKFO · pith_short_16: Q2WX6VRKSKFOQSQZ · pith_short_8: Q2WX6VRK

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/Q2WX6VRKSKFOQSQZVFNIIQEA47 \
  | 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: 86ad7f562a928ae84a19a95a844080e7e8aedb9ce99caa921a12a14ef120d9d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a76bce1b5ebcb8263f4b4604bc2908e7ce772c4e2679224f921acf7f6931234f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-07-02T20:41:03Z",
    "title_canon_sha256": "fa0065ce87e663a4ca5a35ec137f5ace85fa578cc7f6d6054b20a2f8a9af1b03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.00882",
    "kind": "arxiv",
    "version": 1
  }
}