Pith Number

pith:ZXEXDD7V

pith:2019:ZXEXDD7VZPLQOYIJGT7AW4OPWN

not attested not anchored not stored refs pending

Towards Physics-informed Deep Learning for Turbulent Flow Prediction

Adrian Albert, Karthik Kashinath, Mustafa Mustafa, Rose Yu, Rui Wang

arxiv:1911.08655 v4 · 2019-11-20 · physics.comp-ph · cs.LG · 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{ZXEXDD7VZPLQOYIJGT7AW4OPWN}

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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

2 papers in Pith

sGPO: Trading Inference FLOPs for Training Efficiency in RLVR

Dual-Correction Physics-Informed Neural Networks for Hemodynamic Reconstruction from Sparse Data

Receipt and verification

First computed	2026-07-05T01:09:56.699101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdc9718ff5cbd707610934fe0b71cfb37312d3c8e84c6c77b586d0a3ddf85e6d

Aliases

arxiv: 1911.08655 · arxiv_version: 1911.08655v4 · doi: 10.48550/arxiv.1911.08655 · pith_short_12: ZXEXDD7VZPLQ · pith_short_16: ZXEXDD7VZPLQOYIJ · pith_short_8: ZXEXDD7V

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/ZXEXDD7VZPLQOYIJGT7AW4OPWN \
  | 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: cdc9718ff5cbd707610934fe0b71cfb37312d3c8e84c6c77b586d0a3ddf85e6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5506af8843e8c7faceb4335bb5a7b186124e61e90888946bb3daa941f5de3d89",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2019-11-20T01:16:57Z",
    "title_canon_sha256": "9cc8358d040268e18b2a9fc559352a643b43e118c5e5d16edaee7d972673ad6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.08655",
    "kind": "arxiv",
    "version": 4
  }
}