Pith Number

pith:TZSM62EH

pith:2026:TZSM62EHXUVENMEEHUJKDJTYG2

not attested not anchored not stored refs pending

Decision-focused learning for optimal PV-Battery scheduling

Hussain Kazmi, Johan Driesen, Joris Depoortere

arxiv:2605.28340 v1 · 2026-05-27 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TZSM62EHXUVENMEEHUJKDJTYG2}

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	2026-05-28T01:05:13.493817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e64cf6887bd2a46b0843d12a1a67836aa14275b6b8e83d1fe5aec14cc3247e7

Aliases

arxiv: 2605.28340 · arxiv_version: 2605.28340v1 · doi: 10.48550/arxiv.2605.28340 · pith_short_12: TZSM62EHXUVE · pith_short_16: TZSM62EHXUVENMEE · pith_short_8: TZSM62EH

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/TZSM62EHXUVENMEEHUJKDJTYG2 \
  | 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: 9e64cf6887bd2a46b0843d12a1a67836aa14275b6b8e83d1fe5aec14cc3247e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43a5542f4e0818ac6ea771b58fd61830e8156957f316e48f20291da268ed9de9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-05-27T11:43:27Z",
    "title_canon_sha256": "e11488df82c5a86e014e5a0be747b4c27b3640a90eb4e7d9e6004ecfe2f1ea21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28340",
    "kind": "arxiv",
    "version": 1
  }
}