Pith Number

pith:MXDVEF7C

pith:2024:MXDVEF7C3CHBAWWBGCEDPLDT55

not attested not anchored not stored refs pending

Learning Surrogate Rainfall-driven Inundation Models with Few Data

Marzieh Alireza Mirhoseini

arxiv:2411.19323 v1 · 2024-11-28 · physics.ao-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{MXDVEF7C3CHBAWWBGCEDPLDT55}

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

Observation-Guided Neural Surrogate Learning for Scientific Simulation Emulation: A Single-Gauge Flood-Inundation Proof of Concept

Receipt and verification

First computed	2026-07-05T09:42:00.807655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65c75217e2d88e105ac1308837ac73ef7548ca76c2f457a7036838933f3d3f97

Aliases

arxiv: 2411.19323 · arxiv_version: 2411.19323v1 · doi: 10.48550/arxiv.2411.19323 · pith_short_12: MXDVEF7C3CHB · pith_short_16: MXDVEF7C3CHBAWWB · pith_short_8: MXDVEF7C

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/MXDVEF7C3CHBAWWBGCEDPLDT55 \
  | 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: 65c75217e2d88e105ac1308837ac73ef7548ca76c2f457a7036838933f3d3f97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7317b1e48e8c010691ebd5b674a30c4db676a68085820422c0e52a114901e6d8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2024-11-28T18:59:23Z",
    "title_canon_sha256": "5616cf80c5dc429b873f5d9f8e657fa4e12b75b136033a570028787f4d8d1b6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19323",
    "kind": "arxiv",
    "version": 1
  }
}