Pith Number

pith:4T5BNZUO

pith:2022:4T5BNZUO6DM6RZRSMKR5OICTU5

not attested not anchored not stored refs pending

Machine Learning for Smart and Energy-Efficient Buildings

Adrian Chong, Alex Devonport, Costas J. Spanos, Hari Prasanna Das, Jan Drgona, Lucas Spangher, Stefano Schiavon, Utkarsha Agwan, Yu-Wen Lin, Yu Yang

arxiv:2211.14889 v1 · 2022-11-27 · 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{4T5BNZUO6DM6RZRSMKR5OICTU5}

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	2026-07-05T05:19:57.361299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4fa16e68ef0d9e8e63262a3d72053a75f40a01bee831a8ccce4cad61eceb433

Aliases

arxiv: 2211.14889 · arxiv_version: 2211.14889v1 · doi: 10.48550/arxiv.2211.14889 · pith_short_12: 4T5BNZUO6DM6 · pith_short_16: 4T5BNZUO6DM6RZRS · pith_short_8: 4T5BNZUO

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/4T5BNZUO6DM6RZRSMKR5OICTU5 \
  | 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: e4fa16e68ef0d9e8e63262a3d72053a75f40a01bee831a8ccce4cad61eceb433

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed0111a42f319c37531ffd6236f921510fab0eb08c1decdbbc89eb574ce843a5",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-27T17:04:31Z",
    "title_canon_sha256": "15ded6675b8b2168ef14992e846f7094d4631217425b7cd585743c7cd15c98fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.14889",
    "kind": "arxiv",
    "version": 1
  }
}