Pith Number

pith:HPZTZI4B

pith:2024:HPZTZI4B7IK3WP35UDTGZ7ESAP

not attested not anchored not stored refs pending

Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation

Aditi Sheshadri, Aman Gupta, Manil Maskey, Rahul Ramachandran, Sujit Roy, Vishal Gaur

arxiv:2406.14775 v2 · 2024-06-20 · physics.ao-ph · cs.LG · physics.flu-dyn · physics.geo-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{HPZTZI4B7IK3WP35UDTGZ7ESAP}

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

Finetuning AI Foundation Models to Develop Subgrid-Scale Parameterizations: A Case Study on Atmospheric Gravity Waves

Receipt and verification

First computed	2026-07-05T09:35:10.721211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bf33ca381fa15bb3f7da0e66cfc9203da215aa47a61f49cbafe75939e60bc17

Aliases

arxiv: 2406.14775 · arxiv_version: 2406.14775v2 · doi: 10.48550/arxiv.2406.14775 · pith_short_12: HPZTZI4B7IK3 · pith_short_16: HPZTZI4B7IK3WP35 · pith_short_8: HPZTZI4B

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/HPZTZI4B7IK3WP35UDTGZ7ESAP \
  | 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: 3bf33ca381fa15bb3f7da0e66cfc9203da215aa47a61f49cbafe75939e60bc17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c0c632dca6f8b7b3d24f3a1a2831a662f30ca92e729b6a7fc1cca0f62c95868",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.flu-dyn",
      "physics.geo-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2024-06-20T22:57:38Z",
    "title_canon_sha256": "6d7c0129e4bccef2f9c9fcf57408dc610e6806c2ada93fc15c0eb5caa01c26ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.14775",
    "kind": "arxiv",
    "version": 2
  }
}