Pith Number

pith:HPZNKPLJ

pith:2025:HPZNKPLJAUD32AY6NLHJPBC6RQ

not attested not anchored not stored refs pending

DETNO: A Diffusion-Enhanced Transformer Neural Operator for Long-Term Traffic Forecasting

Anirudh Deodhar, Milad Ramezankhani, Owais Ahmad

arxiv:2508.19389 v1 · 2025-08-26 · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HPZNKPLJAUD32AY6NLHJPBC6RQ}

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	2026-07-05T11:59:44.715709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bf2d53d690507bd031e6ace97845e8c13cc9ba7de12e79f08c38bd9514b9e47

Aliases

arxiv: 2508.19389 · arxiv_version: 2508.19389v1 · doi: 10.48550/arxiv.2508.19389 · pith_short_12: HPZNKPLJAUD3 · pith_short_16: HPZNKPLJAUD32AY6 · pith_short_8: HPZNKPLJ

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/HPZNKPLJAUD32AY6NLHJPBC6RQ \
  | 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: 3bf2d53d690507bd031e6ace97845e8c13cc9ba7de12e79f08c38bd9514b9e47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30d07f2d63d23aa8c3f021cead000f80fcb645a70f550fe4a91bc07dc29b74da",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-26T19:32:32Z",
    "title_canon_sha256": "9eb7390f122ee7158357217d5ec1a5108589c3f7bd90d52aae78b62a1ed5d7b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19389",
    "kind": "arxiv",
    "version": 1
  }
}