Pith Number

pith:5YVRZXBE

pith:2025:5YVRZXBE453CUNPR4UYX4SZ7MI

not attested not anchored not stored refs pending

Electricity Demand Forecasting in Future Grid States: A Digital Twin-Based Simulation Study

Daniel R. Bayer, Felix Haag, Konstantin Hopf, Marco Pruckner

arxiv:2503.04757 v1 · 2025-02-10 · cs.CY · cs.LG · cs.SY · eess.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{5YVRZXBE453CUNPR4UYX4SZ7MI}

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	2026-07-05T10:25:48.208918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee2b1cdc24e7762a35f1e5317e4b3f620ad1e43859d74fb22b57d9e5c823c489

Aliases

arxiv: 2503.04757 · arxiv_version: 2503.04757v1 · doi: 10.48550/arxiv.2503.04757 · pith_short_12: 5YVRZXBE453C · pith_short_16: 5YVRZXBE453CUNPR · pith_short_8: 5YVRZXBE

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/5YVRZXBE453CUNPR4UYX4SZ7MI \
  | 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: ee2b1cdc24e7762a35f1e5317e4b3f620ad1e43859d74fb22b57d9e5c823c489

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71bce5ac31fea967e7acb81646adefdea6833a5a5f7747a4de60086febdc0a9d",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-02-10T11:28:08Z",
    "title_canon_sha256": "c7795538ecd96e59952772f97dc9a7edc2d94dc015dde45954f818f45814b0f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04757",
    "kind": "arxiv",
    "version": 1
  }
}