Pith. sign in
Pith Number

pith:ZSGQYMAS

pith:2024:ZSGQYMASFKRSV4P6EK7CNO2EH6
not attested not anchored not stored refs pending

WaveRoRA: Wavelet Rotary Route Attention for Multivariate Time Series Forecasting

Aobo Liang, Nadra Guizani, Yan Sun

arxiv:2410.22649 v2 · 2024-10-30 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZSGQYMASFKRSV4P6EK7CNO2EH6}

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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.
Receipt and verification
First computed 2026-07-05T09:38:31.625218Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cc8d0c30122aa32af1fe22be26bb443f98986e0d5602ea49165c93abe77f0def

Aliases

arxiv: 2410.22649 · arxiv_version: 2410.22649v2 · doi: 10.48550/arxiv.2410.22649 · pith_short_12: ZSGQYMASFKRS · pith_short_16: ZSGQYMASFKRSV4P6 · pith_short_8: ZSGQYMAS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZSGQYMASFKRSV4P6EK7CNO2EH6 \
  | 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: cc8d0c30122aa32af1fe22be26bb443f98986e0d5602ea49165c93abe77f0def
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a6df35cabf551833936b5c07ad64f72eeb7b2c2cef1c6c85ea39229a8f1aa84b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-30T02:36:55Z",
    "title_canon_sha256": "e0668fa9aded2610457023086cc164a7861b4c2c6115fe924e8ef9497c1ace17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22649",
    "kind": "arxiv",
    "version": 2
  }
}