Pith Number

pith:TDEKLBJQ

pith:2025:TDEKLBJQXY7374WR76XFJRCVAC

not attested not anchored not stored refs pending

Reinforcement Learning Constrained Beam Search for Parameter Optimization of Paper Drying Under Flexible Constraints

Chenhui Shao, Hanshen Yu, Jamal Yagoobi, Siyuan Chen

arxiv:2501.12542 v1 · 2025-01-21 · cs.LG · cs.AI · cs.SY · eess.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{TDEKLBJQXY7374WR76XFJRCVAC}

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

Multi-Modal Fusion of In-Situ Video Data and Process Parameters for Online Forecasting of Cookie Drying Readiness

Receipt and verification

First computed	2026-07-05T10:03:54.695095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98c8a58530be3fbff2d1ffae54c45500b9abba64ca9a0d1e26abce4da195cdf4

Aliases

arxiv: 2501.12542 · arxiv_version: 2501.12542v1 · doi: 10.48550/arxiv.2501.12542 · pith_short_12: TDEKLBJQXY73 · pith_short_16: TDEKLBJQXY7374WR · pith_short_8: TDEKLBJQ

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/TDEKLBJQXY7374WR76XFJRCVAC \
  | 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: 98c8a58530be3fbff2d1ffae54c45500b9abba64ca9a0d1e26abce4da195cdf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df951dff6b7e22db54fa34a0b62063b9d19d05157b26ca11d1bf8bbffb355983",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-21T23:16:19Z",
    "title_canon_sha256": "ffc62ba4115d536ec5f7caa6defd0dd76305127810c561a910ff597049b2db1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12542",
    "kind": "arxiv",
    "version": 1
  }
}