Pith Number

pith:QGAWNIN2

pith:2023:QGAWNIN2GCV24IC7JL5RCZ3AW5

not attested not anchored not stored refs pending

A Joint Time-frequency Domain Transformer for Multivariate Time Series Forecasting

Guangwen Yang, Hao Jing, Jinzhe Yang, Shengzhuo Liu, Wenlai Zhao, Yushu Chen

arxiv:2305.14649 v2 · 2023-05-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QGAWNIN2GCV24IC7JL5RCZ3AW5}

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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	2026-07-05T07:06:03.181391Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

818166a1ba30abae205f4afb116760b7709ddddc4cd06f07b93ec9278fc750f4

Aliases

arxiv: 2305.14649 · arxiv_version: 2305.14649v2 · doi: 10.48550/arxiv.2305.14649 · pith_short_12: QGAWNIN2GCV2 · pith_short_16: QGAWNIN2GCV24IC7 · pith_short_8: QGAWNIN2

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/QGAWNIN2GCV24IC7JL5RCZ3AW5 \
  | 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: 818166a1ba30abae205f4afb116760b7709ddddc4cd06f07b93ec9278fc750f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ccb8a6c1ce99c886b68dfa926fb868767ce5481acf9e32e724c20403e7ba456",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-24T02:37:23Z",
    "title_canon_sha256": "43de1a3be2f48f9b3053d219b0750cf8009b1a563c9d0b7bf55a1d687d401816"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14649",
    "kind": "arxiv",
    "version": 2
  }
}