Pith Number

pith:SZ72VB3Q

pith:2022:SZ72VB3QGBIOVP4DGMVL3NZJEK

not attested not anchored not stored refs pending

Forecasting through deep learning and modal decomposition in two-phase concentric jets

Jos\'e M. P\'erez, Le\'on Mata, Manuel Lopez-Martin, Rodrigo Abad\'ia-Heredia, Soledad Le Clainche

arxiv:2212.12731 v3 · 2022-12-24 · cs.LG · physics.flu-dyn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZ72VB3QGBIOVP4DGMVL3NZJEK}

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

LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements

Receipt and verification

First computed	2026-07-05T06:21:57.280953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

967faa87703050eabf83332abdb72922a6fbd8aec9fb03c1666bc71b0438af9c

Aliases

arxiv: 2212.12731 · arxiv_version: 2212.12731v3 · doi: 10.48550/arxiv.2212.12731 · pith_short_12: SZ72VB3QGBIO · pith_short_16: SZ72VB3QGBIOVP4D · pith_short_8: SZ72VB3Q

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/SZ72VB3QGBIOVP4DGMVL3NZJEK \
  | 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: 967faa87703050eabf83332abdb72922a6fbd8aec9fb03c1666bc71b0438af9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d73ebbbc639b3b0830bef50580084b135bd2b9bda92b72eed275872d8efa17bf",
    "cross_cats_sorted": [
      "physics.flu-dyn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-24T12:59:41Z",
    "title_canon_sha256": "c0bb8a6a967df7efb36a77dc1e2bf858f1a926877fc0d0e2b7171b21ffa9e691"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.12731",
    "kind": "arxiv",
    "version": 3
  }
}