Pith Number

pith:6DSCOWTV

pith:2018:6DSCOWTVTTYZ7YOWT27R2FJUCZ

not attested not anchored not stored refs pending

A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning

Shengdong Du, Shi-Jinn Horng, Tianrui Li, Xun Gong

arxiv:1803.02099 v4 · 2018-03-06 · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6DSCOWTVTTYZ7YOWT27R2FJUCZ}

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	2026-05-17T23:50:59.871979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0e4275a759cf19fe1d69ebf1d1534165429da0fa47449cfda35e2b8d3f300ed

Aliases

arxiv: 1803.02099 · arxiv_version: 1803.02099v4 · doi: 10.48550/arxiv.1803.02099 · pith_short_12: 6DSCOWTVTTYZ · pith_short_16: 6DSCOWTVTTYZ7YOW · pith_short_8: 6DSCOWTV

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/6DSCOWTVTTYZ7YOWT27R2FJUCZ \
  | 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: f0e4275a759cf19fe1d69ebf1d1534165429da0fa47449cfda35e2b8d3f300ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51fdadec358f5f012c577f7d0aaab460c2f4093b6232fc656d4c287d67bc6834",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-06T10:39:47Z",
    "title_canon_sha256": "c66023ac1248d0c061dad02efe64b0e900bd3a39df23b93eea0afbeda1edd769"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.02099",
    "kind": "arxiv",
    "version": 4
  }
}