Pith Number

pith:DHGJM33X

pith:2024:DHGJM33X3AMFJGKT5FRZ6VPHOG

not attested not anchored not stored refs pending

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization

Chang Xu, Chutian Wu, Guodan Dong, Jianhua Qin, Xiaolei Yang

arxiv:2412.06803 v1 · 2024-11-24 · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DHGJM33X3AMFJGKT5FRZ6VPHOG}

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	2026-07-05T09:46:57.215797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19cc966f77d818549953e9639f55e7719430a4c1c13d75e9251b8247c7c8bf9a

Aliases

arxiv: 2412.06803 · arxiv_version: 2412.06803v1 · doi: 10.48550/arxiv.2412.06803 · pith_short_12: DHGJM33X3AMF · pith_short_16: DHGJM33X3AMFJGKT · pith_short_8: DHGJM33X

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/DHGJM33X3AMFJGKT5FRZ6VPHOG \
  | 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: 19cc966f77d818549953e9639f55e7719430a4c1c13d75e9251b8247c7c8bf9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0e41de2dfd4d5d3eb410005b307966fae54c3b4bd8c66241fee4079d0649218",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-11-24T12:15:30Z",
    "title_canon_sha256": "aeb8172ea74f6b2cda79a12b5be478045acd31bdbb32a2d861409c4add729a32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06803",
    "kind": "arxiv",
    "version": 1
  }
}