Pith Number

pith:HZYUO3P4

pith:2023:HZYUO3P4JM4BVAXOHJZRXAULOV

not attested not anchored not stored refs pending

Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation

Adams Wai Kin Kong, Loh Sher En Jessica, Naheed Anjum Arafat, Wai Lee Chan, Wei Xian Lim

arxiv:2311.14464 v1 · 2023-11-24 · cs.LG · cs.CE · 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{HZYUO3P4JM4BVAXOHJZRXAULOV}

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.

Receipt and verification

First computed	2026-07-05T07:16:18.940983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e71476dfc4b381a82ee3a731b828b7575f991158c1b86ec872fef76d7db01fe

Aliases

arxiv: 2311.14464 · arxiv_version: 2311.14464v1 · doi: 10.48550/arxiv.2311.14464 · pith_short_12: HZYUO3P4JM4B · pith_short_16: HZYUO3P4JM4BVAXO · pith_short_8: HZYUO3P4

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/HZYUO3P4JM4BVAXOHJZRXAULOV \
  | 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: 3e71476dfc4b381a82ee3a731b828b7575f991158c1b86ec872fef76d7db01fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0713b0d5aea3416e010e3f9d55d1889f54f4e6b6b2ec070e7aad832cd1ad099",
    "cross_cats_sorted": [
      "cs.CE",
      "physics.flu-dyn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-24T13:19:06Z",
    "title_canon_sha256": "af3417676fb90d34714468d2f35925b1f61e7ef6979708dcc9cb5117505aaf11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.14464",
    "kind": "arxiv",
    "version": 1
  }
}