Pith Number

pith:QQJ3OR4T

pith:2025:QQJ3OR4TCWOFZ5MABA6CI34VAO

not attested not anchored not stored refs pending

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism

Hui Ma, Kai Yang, Man-On Pun

arxiv:2506.15688 v1 · 2025-05-26 · 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{QQJ3OR4TCWOFZ5MABA6CI34VAO}

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	2026-07-05T11:23:50.301985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8413b74793159c5cf580083c246f9503a42bdb18ca58fbff9e09e500d043cd90

Aliases

arxiv: 2506.15688 · arxiv_version: 2506.15688v1 · doi: 10.48550/arxiv.2506.15688 · pith_short_12: QQJ3OR4TCWOF · pith_short_16: QQJ3OR4TCWOFZ5MA · pith_short_8: QQJ3OR4T

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/QQJ3OR4TCWOFZ5MABA6CI34VAO \
  | 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: 8413b74793159c5cf580083c246f9503a42bdb18ca58fbff9e09e500d043cd90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66db60f1eaabe7888df49b0449f643f772891a0fc5e4d2d10abccd1f332e3f01",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-26T04:32:15Z",
    "title_canon_sha256": "867d1669518239d27fadb359b9f0f4bb398fa7c7ca9e04d81e3c6ca86d5dc942"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15688",
    "kind": "arxiv",
    "version": 1
  }
}