pith. sign in
Pith Number

pith:WSXIJMMR

pith:2012:WSXIJMMR7TRI7DNVKG7NC5S2L7
not attested not anchored not stored refs pending

Black box modelling of HVAC system : improving the performances of neural networks

Alfred Jean Philippe Lauret (PIMENT), Eric Fock (PIMENT), Harry Boyer (PIMENT), Thierry Alex Mara (PIMENT)

arxiv:1212.5594 v1 · 2012-12-21 · cs.NE · cs.CE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WSXIJMMR7TRI7DNVKG7NC5S2L7}

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 2026-05-18T03:37:52.088171Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b4ae84b191fce28f8db551bed1765a5fda75005c513661b272ef12b7fb9216ea

Aliases

arxiv: 1212.5594 · arxiv_version: 1212.5594v1 · doi: 10.48550/arxiv.1212.5594 · pith_short_12: WSXIJMMR7TRI · pith_short_16: WSXIJMMR7TRI7DNV · pith_short_8: WSXIJMMR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WSXIJMMR7TRI7DNVKG7NC5S2L7 \
  | 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: b4ae84b191fce28f8db551bed1765a5fda75005c513661b272ef12b7fb9216ea
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a116da4924c04e209da90b41520c87dad5dcdeac5cd6f443b551e3cbacfdd731",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2012-12-21T13:53:53Z",
    "title_canon_sha256": "c484fe6b2534eaef9c3948d947c8c7a616a5ae04c87f772b890fc43d45441926"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1212.5594",
    "kind": "arxiv",
    "version": 1
  }
}