Pith Number

pith:LK6Z325H

pith:2025:LK6Z325HZH4GEGZ4VMHRP5D4Z3

not attested not anchored not stored refs pending

Machine Learning Guided Optimal Transmission Switching to Mitigate Wildfire Ignition Risk

Bistra Dilkina, Daniel K. Molzahn, Ryan Piansky, Weimin Huang

arxiv:2510.25147 v3 · 2025-10-29 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LK6Z325HZH4GEGZ4VMHRP5D4Z3}

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	2026-07-07T02:17:12.611450Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5abd9deba7c9f8621b3cab0f17f47cceee1c14b73c4655e64e0654aeb4c34215

Aliases

arxiv: 2510.25147 · arxiv_version: 2510.25147v3 · doi: 10.48550/arxiv.2510.25147 · pith_short_12: LK6Z325HZH4G · pith_short_16: LK6Z325HZH4GEGZ4 · pith_short_8: LK6Z325H

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/LK6Z325HZH4GEGZ4VMHRP5D4Z3 \
  | 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: 5abd9deba7c9f8621b3cab0f17f47cceee1c14b73c4655e64e0654aeb4c34215

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b47d8787baa290864a8bb3047b784c8ce1876378b02b6600f43e9bce6506ada6",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-29T03:56:46Z",
    "title_canon_sha256": "1c995630366a8670409465d3816b177e80d51656034ae014741b6e526a82de2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.25147",
    "kind": "arxiv",
    "version": 3
  }
}