Pith Number

pith:745KR4FE

pith:2024:745KR4FEXFFKUIW6XHIE2MPFKS

not attested not anchored not stored refs pending

Betting vs. Trading: Learning a Linear Decision Policy for Selling Wind Power and Hydrogen

Farzaneh Pourahmadi, Jalal Kazempour, Yannick Heiser

arxiv:2412.18479 v2 · 2024-12-24 · eess.SY · cs.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{745KR4FEXFFKUIW6XHIE2MPFKS}

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	2026-07-05T10:39:24.710671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff3aa8f0a4b94aaa22deb9d04d31e5549622fecf94ecd612490ed1cd9c73c518

Aliases

arxiv: 2412.18479 · arxiv_version: 2412.18479v2 · doi: 10.48550/arxiv.2412.18479 · pith_short_12: 745KR4FEXFFK · pith_short_16: 745KR4FEXFFKUIW6 · pith_short_8: 745KR4FE

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/745KR4FEXFFKUIW6XHIE2MPFKS \
  | 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: ff3aa8f0a4b94aaa22deb9d04d31e5549622fecf94ecd612490ed1cd9c73c518

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc138f314557244db0a649e8b3233a272c725babfd54f0e6404ea2d4c8355a0d",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-12-24T15:06:30Z",
    "title_canon_sha256": "d472fa3ffe032e2d7f03da257c019375784b6b69cb884b565e553ba6362804a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18479",
    "kind": "arxiv",
    "version": 2
  }
}