Pith Number

pith:T7KQX7JG

pith:2019:T7KQX7JGJ3ZRCECGU23N6DAZUW

not attested not anchored not stored refs pending

Multiphase flow prediction with deep neural networks

Gege Wen, Meng Tang, Sally M. Benson

arxiv:1910.09657 v1 · 2019-10-21 · cs.LG · physics.comp-ph · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T7KQX7JGJ3ZRCECGU23N6DAZUW}

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.

Cited by

1 paper in Pith

A Comparative Study of Deep Learning Models for Geological Carbon Sequestration

Receipt and verification

First computed	2026-07-05T02:22:21.288111Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fd50bfd264ef3111046a6b6df0c19a59ddd827be6e832a38df275fad441fc33

Aliases

arxiv: 1910.09657 · arxiv_version: 1910.09657v1 · doi: 10.48550/arxiv.1910.09657 · pith_short_12: T7KQX7JGJ3ZR · pith_short_16: T7KQX7JGJ3ZRCECG · pith_short_8: T7KQX7JG

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/T7KQX7JGJ3ZRCECGU23N6DAZUW \
  | 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: 9fd50bfd264ef3111046a6b6df0c19a59ddd827be6e832a38df275fad441fc33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8e1c29351d61d07d2ea1ce55ad8cb3608a465a1e8baa011f0cba9f37039ae40",
    "cross_cats_sorted": [
      "physics.comp-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-21T21:06:55Z",
    "title_canon_sha256": "c0c46d605ee7eb84449bcab144fd0b67fcaba418159646136d2e1e789f5a8e6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.09657",
    "kind": "arxiv",
    "version": 1
  }
}