Pith Number

pith:HHRZ2HGO

pith:2020:HHRZ2HGOSA5ORU7EZKR4BGISMP

not attested not anchored not stored refs pending

On the use of recurrent neural networks for predictions of turbulent flows

Hossein Azizpour, Luca Guastoni, Philipp Schlatter, Prem A. Srinivasan, Ricardo Vinuesa

arxiv:2002.01222 v1 · 2020-02-04 · physics.flu-dyn · cs.LG · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HHRZ2HGOSA5ORU7EZKR4BGISMP}

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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.

Receipt and verification

First computed	2026-07-05T01:00:16.137012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39e39d1cce903ae8d3e4caa3c0991263c119d1333775b3c2a17911f925545e0a

Aliases

arxiv: 2002.01222 · arxiv_version: 2002.01222v1 · doi: 10.48550/arxiv.2002.01222 · pith_short_12: HHRZ2HGOSA5O · pith_short_16: HHRZ2HGOSA5ORU7E · pith_short_8: HHRZ2HGO

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/HHRZ2HGOSA5ORU7EZKR4BGISMP \
  | 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: 39e39d1cce903ae8d3e4caa3c0991263c119d1333775b3c2a17911f925545e0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72b0613e11fdad5ab78e6cab2adbde1700f0accb4e8ae7ff9c5e2c3744603761",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2020-02-04T11:01:43Z",
    "title_canon_sha256": "8518ec172150acd45f2c7cdcb7312712b24032d527635f286d6f0ddc659ae4ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.01222",
    "kind": "arxiv",
    "version": 1
  }
}