Pith Number

pith:47IODN3K

pith:2023:47IODN3KNA5LGTLAAWANYMUK3R

not attested not anchored not stored refs pending

Federated Prompt Learning for Weather Foundation Models on Devices

Chengqi Zhang, Guodong Long, Jing Jiang, Shengchao Chen, Tao Shen

arxiv:2305.14244 v2 · 2023-05-23 · 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{47IODN3KNA5LGTLAAWANYMUK3R}

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

2 papers in Pith

Federated Weather Modeling on Sensor Data

Discrete Prototypical Memories for Federated Time Series Foundation Models

Receipt and verification

First computed	2026-07-05T08:10:14.134508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7d0e1b76a683ab34d600580dc328adc4a37f0f8d4de3d9a2ae4b3a5f7b3c942

Aliases

arxiv: 2305.14244 · arxiv_version: 2305.14244v2 · doi: 10.48550/arxiv.2305.14244 · pith_short_12: 47IODN3KNA5L · pith_short_16: 47IODN3KNA5LGTLA · pith_short_8: 47IODN3K

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/47IODN3KNA5LGTLAAWANYMUK3R \
  | 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: e7d0e1b76a683ab34d600580dc328adc4a37f0f8d4de3d9a2ae4b3a5f7b3c942

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fec0dcd3001a6a0f1eb4b93ff92518141475dfa40bdf3672ef4990ca64eac7f9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-23T16:59:20Z",
    "title_canon_sha256": "47e93796087e254d0bd9df3f5edc43b6c6c51f48afcf6cd5af35c0dac338ca35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14244",
    "kind": "arxiv",
    "version": 2
  }
}