Pith Number

pith:QLKDJVF6

pith:2025:QLKDJVF6PAKVZL45STNCRY7Y7G

not attested not anchored not stored refs pending

N-BEATS-MOE: N-BEATS with a Mixture-of-Experts Layer for Heterogeneous Time Series Forecasting

Luis Roque, Ricardo Matos, Vitor Cerqueira

arxiv:2508.07490 v1 · 2025-08-10 · cs.LG · 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{QLKDJVF6PAKVZL45STNCRY7Y7G}

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	2026-07-05T11:51:46.996034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82d434d4be78155caf9d94da28e3f8f9b5c7ae4113843866510cdb6830435e75

Aliases

arxiv: 2508.07490 · arxiv_version: 2508.07490v1 · doi: 10.48550/arxiv.2508.07490 · pith_short_12: QLKDJVF6PAKV · pith_short_16: QLKDJVF6PAKVZL45 · pith_short_8: QLKDJVF6

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/QLKDJVF6PAKVZL45STNCRY7Y7G \
  | 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: 82d434d4be78155caf9d94da28e3f8f9b5c7ae4113843866510cdb6830435e75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "617300794b4a5b7a0239bbcd0efc35b5a1cb6c0ced390a7909308ac9bf5e5ec4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-10T21:25:11Z",
    "title_canon_sha256": "25ca24dfbcf07071d4969d31d8d397a9c08418bc214ba4c77afde58a2b5bb34d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07490",
    "kind": "arxiv",
    "version": 1
  }
}