Pith Number

pith:PTGRAFNM

pith:2024:PTGRAFNMJGND4UEVUL2VR4J462

not attested not anchored not stored refs pending

FLRNet: A Deep Learning Method for Regressive Reconstruction of Flow Field From Limited Sensor Measurements

Joseph B. Choi, Phong C. H. Nguyen, Quang-Trung Luu

arxiv:2411.13815 v1 · 2024-11-21 · physics.flu-dyn · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PTGRAFNMJGND4UEVUL2VR4J462}

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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

1 paper in Pith

A Physics-Augmented GraphGPS Framework for the Reconstruction of 3D Riemann Problems from Sparse Data

Receipt and verification

First computed	2026-07-05T09:38:37.463809Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ccd1015ac499a3e5095a2f558f13cf687ef898d0a73118db2a3e0b8eaddb7c1

Aliases

arxiv: 2411.13815 · arxiv_version: 2411.13815v1 · doi: 10.48550/arxiv.2411.13815 · pith_short_12: PTGRAFNMJGND · pith_short_16: PTGRAFNMJGND4UEV · pith_short_8: PTGRAFNM

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/PTGRAFNMJGND4UEVUL2VR4J462 \
  | 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: 7ccd1015ac499a3e5095a2f558f13cf687ef898d0a73118db2a3e0b8eaddb7c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42d533407871676b308cb641dac33fe4b27d41c7a0e51c27be2a8bd606a4a178",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2024-11-21T03:40:34Z",
    "title_canon_sha256": "1170e97d95ede48030735e2e5f5ca2f6c90ac873f065a8b04c93b354e6090bc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13815",
    "kind": "arxiv",
    "version": 1
  }
}