Pith. sign in
Pith Number

pith:KVNCOCUO

pith:2023:KVNCOCUOGFXFRJF3HGHJPVMKFQ
not attested not anchored not stored refs pending

Stochastic MPC for energy hubs using data driven demand forecasting

Francesco Micheli, John Lygeros, Jonas Mehr, Philipp Heer, Varsha Behrunani

arxiv:2304.12438 v2 · 2023-04-24 · eess.SY · cs.LG · cs.SY · math.OC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KVNCOCUOGFXFRJF3HGHJPVMKFQ}

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 2026-07-05T06:33:45.232680Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

555a270a8e316e58a4bb398e97d58a2c0aed4e2ada8f960158d32d1f1f4f2b54

Aliases

arxiv: 2304.12438 · arxiv_version: 2304.12438v2 · doi: 10.48550/arxiv.2304.12438 · pith_short_12: KVNCOCUOGFXF · pith_short_16: KVNCOCUOGFXFRJF3 · pith_short_8: KVNCOCUO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KVNCOCUOGFXFRJF3HGHJPVMKFQ \
  | 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: 555a270a8e316e58a4bb398e97d58a2c0aed4e2ada8f960158d32d1f1f4f2b54
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c5931e2d64303e38a2a3dbe00357b76fa6a44b682d7482836e6a17299d7088a9",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-04-24T20:24:07Z",
    "title_canon_sha256": "c8455d74162adb3f8f602b961221021fb2e49826920bfb7b4f42010f180fa102"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.12438",
    "kind": "arxiv",
    "version": 2
  }
}