Pith Number

pith:UIDKUIFR

pith:2019:UIDKUIFRGVEBWITJ5KDQJYMMU2

not attested not anchored not stored refs pending

Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction

Bowen Du, Geng Zhan, Guanbin Li, Jiajie Zhen, Liang Lin, Lingbo Liu, Zhaocheng He

arxiv:1909.02902 v4 · 2019-09-02 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UIDKUIFRGVEBWITJ5KDQJYMMU2}

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

Local Truncation Error-Guided Neural ODEs for Large Scale Traffic Forecasting

Receipt and verification

First computed	2026-07-05T01:10:27.859972Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a206aa20b135481b2269ea8704e18ca6bd1bb0b481b42cf66b87e0729ba0ccc6

Aliases

arxiv: 1909.02902 · arxiv_version: 1909.02902v4 · doi: 10.48550/arxiv.1909.02902 · pith_short_12: UIDKUIFRGVEB · pith_short_16: UIDKUIFRGVEBWITJ · pith_short_8: UIDKUIFR

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/UIDKUIFRGVEBWITJ5KDQJYMMU2 \
  | 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: a206aa20b135481b2269ea8704e18ca6bd1bb0b481b42cf66b87e0729ba0ccc6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b81901d9aacdf8fa44edccd64bd769c44d8c039f78514ae37ca827ee7416cd3",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-02T01:41:38Z",
    "title_canon_sha256": "10cbf66656f82d167aa274062eb2a68b52f1ae7b9e29449e06e75422d923e4c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.02902",
    "kind": "arxiv",
    "version": 4
  }
}