Pith. sign in
Pith Number

pith:N3AC6GUP

pith:2023:N3AC6GUPHM7TZPL5OLQLZGXVNC
not attested not anchored not stored refs pending

Uncertainty-Informed Renewable Energy Scheduling: A Scalable Bilevel Framework

Alberto J. Lamadrid L., Audun Botterud, Dongwei Zhao, Stefanos Delikaraoglou, Vladimir Dvorkin

arxiv:2312.03868 v1 · 2023-12-06 · eess.SY · cs.SY · econ.GN · math.OC · q-fin.EC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{N3AC6GUPHM7TZPL5OLQLZGXVNC}

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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 2026-07-05T07:21:15.894956Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6ec02f1a8f3b3f3cbd7d72e0bc9af56889fa5007cec8f618a4635f591c8d7ac7

Aliases

arxiv: 2312.03868 · arxiv_version: 2312.03868v1 · doi: 10.48550/arxiv.2312.03868 · pith_short_12: N3AC6GUPHM7T · pith_short_16: N3AC6GUPHM7TZPL5 · pith_short_8: N3AC6GUP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/N3AC6GUPHM7TZPL5OLQLZGXVNC \
  | 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: 6ec02f1a8f3b3f3cbd7d72e0bc9af56889fa5007cec8f618a4635f591c8d7ac7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bea9dabb220f73041bf516b87ee8aeed4c6f568627f2d276b6d67c74b37ef03b",
    "cross_cats_sorted": [
      "cs.SY",
      "econ.GN",
      "math.OC",
      "q-fin.EC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-12-06T19:26:10Z",
    "title_canon_sha256": "f48a6a2648d4628e4b2e30d70707a3c5dd3bf2d52902a1fc1d5de096dd2707cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03868",
    "kind": "arxiv",
    "version": 1
  }
}