Pith Number

pith:J5FXWOKC

pith:2024:J5FXWOKCXLHRBIIFZ4FXNFSKJG

not attested not anchored not stored refs pending

Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting

Dazhao Du, Lei Bai, Song Guo, Tao Han, Zhenghao Chen, Zhibin Wen

arxiv:2406.14399 v4 · 2024-06-20 · cs.LG · cs.CV · physics.ao-ph · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J5FXWOKCXLHRBIIFZ4FXNFSKJG}

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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

3 papers in Pith

PIMSM: Physics-Informed Multi-Scale Mamba for Stable Neural Representations under Distribution Shift

Earth Science Foundation Models: From Perception to Reasoning and Discovery

Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting

Receipt and verification

First computed	2026-06-19T16:11:08.380307Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f4b7b3942bacf10a105cf0b76964a49963cbdddb19d1c16ff0b6274eacfcdfb

Aliases

arxiv: 2406.14399 · arxiv_version: 2406.14399v4 · doi: 10.48550/arxiv.2406.14399 · pith_short_12: J5FXWOKCXLHR · pith_short_16: J5FXWOKCXLHRBIIF · pith_short_8: J5FXWOKC

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/J5FXWOKCXLHRBIIFZ4FXNFSKJG \
  | 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: 4f4b7b3942bacf10a105cf0b76964a49963cbdddb19d1c16ff0b6274eacfcdfb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d86486805b9f6b966a9ac6b2856db90a1eece20b414b49c87b66fb0344d980c2",
    "cross_cats_sorted": [
      "cs.CV",
      "physics.ao-ph",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-20T15:18:52Z",
    "title_canon_sha256": "89b48ffd95f928f6b4cd531b12595bfbd3903a29a25e819b8e64c289b034c9ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.14399",
    "kind": "arxiv",
    "version": 4
  }
}