Pith. sign in
Pith Number

pith:5GP4SARB

pith:2024:5GP4SARB3A5R52LTHVJQFSTFDP
not attested not anchored not stored refs pending

VA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting

Guo Song, Han Tao, Hao Chen, Jie Zhang, Lei Bai, Yonghan Dong, Yunlong Yu

arxiv:2412.02503 v2 · 2024-12-03 · cs.LG · physics.ao-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5GP4SARB3A5R52LTHVJQFSTFDP}

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 2026-07-05T11:39:05.707469Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e99fc90221d83b1ee9733d5302ca651bd7b88c2cac5fdd8f4f7daa1c9e2001cd

Aliases

arxiv: 2412.02503 · arxiv_version: 2412.02503v2 · doi: 10.48550/arxiv.2412.02503 · pith_short_12: 5GP4SARB3A5R · pith_short_16: 5GP4SARB3A5R52LT · pith_short_8: 5GP4SARB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5GP4SARB3A5R52LTHVJQFSTFDP \
  | 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: e99fc90221d83b1ee9733d5302ca651bd7b88c2cac5fdd8f4f7daa1c9e2001cd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "604d4dad1ed9c1706d725e20883ce68846e398e2e19ad6c8853b2536ce3e5135",
    "cross_cats_sorted": [
      "physics.ao-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-03T15:30:52Z",
    "title_canon_sha256": "78acf51325d6b9d230b7f6570c2d3dccb3c255af06b418d58ffe54ec764e5218"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02503",
    "kind": "arxiv",
    "version": 2
  }
}