Pith Number

pith:TBHCH7WI

pith:2021:TBHCH7WI7JU7DHALRLWVAVJSOR

not attested not anchored not stored refs pending

DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning

Haoran Xu, Honglei Yin, Xiangyu Zhu, Xianyuan Zhan, Yue Zhang, Yu Zheng

arxiv:2102.11492 v3 · 2021-02-23 · 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{TBHCH7WI7JU7DHALRLWVAVJSOR}

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	2026-07-05T04:11:24.028779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

984e23fec8fa69f19c0b8aed5055327455527ac3ec91cde34223f6fd4a7a5113

Aliases

arxiv: 2102.11492 · arxiv_version: 2102.11492v3 · doi: 10.48550/arxiv.2102.11492 · pith_short_12: TBHCH7WI7JU7 · pith_short_16: TBHCH7WI7JU7DHAL · pith_short_8: TBHCH7WI

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/TBHCH7WI7JU7DHALRLWVAVJSOR \
  | 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: 984e23fec8fa69f19c0b8aed5055327455527ac3ec91cde34223f6fd4a7a5113

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb7f2d954f244430242e4b502ca9660e9be4cad66e1efb2947962ca7ca4857dc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-23T04:55:12Z",
    "title_canon_sha256": "2930dd25fa0f9c57cd4dce62298a417d058b378220347a99e670177c23b068cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.11492",
    "kind": "arxiv",
    "version": 3
  }
}