Pith Number

pith:UHLVMP3M

pith:2024:UHLVMP3MSHOTHLHWVH5MYJFOK5

not attested not anchored not stored refs pending

HVAC-DPT: A Decision Pretrained Transformer for HVAC Control

Ana\"is Berkes

arxiv:2411.19746 v1 · 2024-11-29 · cs.LG · cs.AI · cs.MA

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UHLVMP3MSHOTHLHWVH5MYJFOK5}

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	2026-07-05T09:42:07.677237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1d7563f6c91dd33acf6a9facc24ae57433376e9f7bc4ca1330a3c11304734c6

Aliases

arxiv: 2411.19746 · arxiv_version: 2411.19746v1 · doi: 10.48550/arxiv.2411.19746 · pith_short_12: UHLVMP3MSHOT · pith_short_16: UHLVMP3MSHOTHLHW · pith_short_8: UHLVMP3M

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/UHLVMP3MSHOTHLHWVH5MYJFOK5 \
  | 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: a1d7563f6c91dd33acf6a9facc24ae57433376e9f7bc4ca1330a3c11304734c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "686a7714d277b1c2d3db6790090f90ab25fb34bee30ae5b5561d9d14fd9c6f59",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-29T14:46:37Z",
    "title_canon_sha256": "6bc7b87aa34d4c842ed012b67deb423b5e0782fe15416ea761bad62e5aeb8555"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19746",
    "kind": "arxiv",
    "version": 1
  }
}