Pith. sign in
Pith Number

pith:HTUZQWCP

pith:2020:HTUZQWCPKYCLRBL2ENBGKF3JP7
not attested not anchored not stored refs pending

Simulation and Optimisation of Air Conditioning Systems using Machine Learning

Arnaud Prouzeau, Chang Deng, Christoph Bergmeir, Rakshitha Godahewa

arxiv:2006.15296 v1 · 2020-06-27 · cs.LG · cs.NE · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HTUZQWCPKYCLRBL2ENBGKF3JP7}

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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 2026-07-05T03:49:37.294073Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3ce998584f5604b8857a23426517697fd7eecabaee822833939270b4823da6c6

Aliases

arxiv: 2006.15296 · arxiv_version: 2006.15296v1 · doi: 10.48550/arxiv.2006.15296 · pith_short_12: HTUZQWCPKYCL · pith_short_16: HTUZQWCPKYCLRBL2 · pith_short_8: HTUZQWCP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HTUZQWCPKYCLRBL2ENBGKF3JP7 \
  | 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: 3ce998584f5604b8857a23426517697fd7eecabaee822833939270b4823da6c6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b1edd76e07f7a9759665fdfd566c09ba6fd0c5fdeb8525071286d1d38340a7b1",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-27T06:42:25Z",
    "title_canon_sha256": "a66bc2d5066dadfcf94a38fcec66d3090a9379e7869a70ca7a37af4dfc975466"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.15296",
    "kind": "arxiv",
    "version": 1
  }
}