Pith Number

pith:JWZHZ7K4

pith:2023:JWZHZ7K4CRS54TINBBG55MMPJC

not attested not anchored not stored refs pending

Large Pre-trained time series models for cross-domain Time series analysis tasks

B. Aditya Prakash, Harshavardhan Kamarthi

arxiv:2311.11413 v3 · 2023-11-19 · 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{JWZHZ7K4CRS54TINBBG55MMPJC}

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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.

Cited by

1 paper in Pith

TAT: Temporal-Aligned Transformer for Multi-Horizon Peak Demand Forecasting

Receipt and verification

First computed	2026-07-05T09:44:32.932991Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4db27cfd5c1465de4d0d084ddeb18f489a0295425848e94a5a4d4ef3e9c947a9

Aliases

arxiv: 2311.11413 · arxiv_version: 2311.11413v3 · doi: 10.48550/arxiv.2311.11413 · pith_short_12: JWZHZ7K4CRS5 · pith_short_16: JWZHZ7K4CRS54TIN · pith_short_8: JWZHZ7K4

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/JWZHZ7K4CRS54TINBBG55MMPJC \
  | 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: 4db27cfd5c1465de4d0d084ddeb18f489a0295425848e94a5a4d4ef3e9c947a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea599662e9b38b5d386950a16259824ce22d3b9b1513c46fd2c053c120361a31",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-19T20:16:16Z",
    "title_canon_sha256": "ee445942199fefef3ccebea8924370a196638c6b1319afcf07d5dc28e93afa11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.11413",
    "kind": "arxiv",
    "version": 3
  }
}