Pith Number

pith:2JRDAYIT

pith:2022:2JRDAYITP6RQQP2IXO2Q46OQJI

not attested not anchored not stored refs pending

Systematic review of deep learning and machine learning for building energy

Ardabili Sina, Bernat Torok, Csaba Mako, Leila Abdolalizadeh, Mosavi Amir

arxiv:2202.12269 v1 · 2022-02-23 · 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{2JRDAYITP6RQQP2IXO2Q46OQJI}

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	2026-07-05T03:59:51.480798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2623061137fa3083f48bbb50e79d04a02de54d0062092d3e611adf1e92213cf

Aliases

arxiv: 2202.12269 · arxiv_version: 2202.12269v1 · doi: 10.48550/arxiv.2202.12269 · pith_short_12: 2JRDAYITP6RQ · pith_short_16: 2JRDAYITP6RQQP2I · pith_short_8: 2JRDAYIT

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/2JRDAYITP6RQQP2IXO2Q46OQJI \
  | 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: d2623061137fa3083f48bbb50e79d04a02de54d0062092d3e611adf1e92213cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb3b8065bdbebd7fe058785f98dd1e76c897df1dfcf9048dd02273a1c85d5fe1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-23T13:40:45Z",
    "title_canon_sha256": "6dcba8ffa07f065b16665dd38e9497c5a26f9cee625a350300e19d99e117d7f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.12269",
    "kind": "arxiv",
    "version": 1
  }
}