Pith Number

pith:IX44HKID

pith:2024:IX44HKIDEYEH2GYXH6IGWBCDHQ

not attested not anchored not stored refs pending

From Similarity to Superiority: Channel Clustering for Time Series Forecasting

Aosong Feng, Jan Eric Lenssen, Jialin Chen, Jure Leskovec, Leandros Tassiulas, Matthias Fey, Rex Ying, Weihua Hu

arxiv:2404.01340 v2 · 2024-03-31 · 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{IX44HKIDEYEH2GYXH6IGWBCDHQ}

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.

Cited by

1 paper in Pith

Delayformer: spatiotemporal transformation for predicting high-dimensional dynamics

Receipt and verification

First computed	2026-07-05T09:31:44.820721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45f9c3a90326087d1b173f906b04433c01a794f53ecb13352fb4e579147f15f0

Aliases

arxiv: 2404.01340 · arxiv_version: 2404.01340v2 · doi: 10.48550/arxiv.2404.01340 · pith_short_12: IX44HKIDEYEH · pith_short_16: IX44HKIDEYEH2GYX · pith_short_8: IX44HKID

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/IX44HKIDEYEH2GYXH6IGWBCDHQ \
  | 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: 45f9c3a90326087d1b173f906b04433c01a794f53ecb13352fb4e579147f15f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c77b96be134790ddfb930adcb5b22cfbcf77c61cfe7e1861be104ed836152ec",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-31T02:46:27Z",
    "title_canon_sha256": "130cd20cfa9f2627b5c016c2ee199288c5151c9841db1f0334a22fef2be464a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01340",
    "kind": "arxiv",
    "version": 2
  }
}