Pith Number

pith:PE3PRNOP

pith:2024:PE3PRNOPGHOIHOIKIBZXXLDQMZ

not attested not anchored not stored refs pending

PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling

Jianye Hao, Junchi Yan, Junjie Ye, Mingxuan Yuan, Ruizhe Zhong, Shixiong Kai, Zhentao Tang

arxiv:2403.00012 v2 · 2024-02-27 · cs.LG · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PE3PRNOPGHOIHOIKIBZXXLDQMZ}

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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

Hybrid LLM-Augmented Reinforcement Learning Agents for Complex Sequential Decision Tasks

Receipt and verification

First computed	2026-07-05T07:54:55.094651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7936f8b5cf31dc83b90a40737bac70667ce81e7d5f52d0a1ace88d5d166835d7

Aliases

arxiv: 2403.00012 · arxiv_version: 2403.00012v2 · doi: 10.48550/arxiv.2403.00012 · pith_short_12: PE3PRNOPGHOI · pith_short_16: PE3PRNOPGHOIHOIK · pith_short_8: PE3PRNOP

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/PE3PRNOPGHOIHOIKIBZXXLDQMZ \
  | 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: 7936f8b5cf31dc83b90a40737bac70667ce81e7d5f52d0a1ace88d5d166835d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f645759e37c61d41b1869d235566dff59b3d90402ebeb71ca1823b087ccb6a5c",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-27T02:23:07Z",
    "title_canon_sha256": "1115013cd447456ec691d5715ad7a5d8bad7a887fe4cf052a200c673c2768582"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.00012",
    "kind": "arxiv",
    "version": 2
  }
}