Pith Number

pith:LABX4TST

pith:2025:LABX4TSTVRCIKZVMGOIDJCZ6TS

not attested not anchored not stored refs pending

Reinforcement Learning (RL) Meets Urban Climate Modeling: Investigating the Efficacy and Impacts of RL-Based HVAC Control

David John Gagne, David O. Topping, Jie Li, John S. Schreck, Junjie Yu, Keith W. Oleson, Mingfei Sun, Qi Liao, Yongtu Liang, Zhonghua Zheng

arxiv:2505.07045 v1 · 2025-05-11 · cs.LG · cs.AI · physics.ao-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LABX4TSTVRCIKZVMGOIDJCZ6TS}

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.

Cited by

1 paper in Pith

Three-dimensional Navier-Stokes-Biot coupling via a moving reticular plate interface: existence of weak solutions

Receipt and verification

First computed	2026-07-05T11:02:24.905005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58037e4e53ac448566ac3390348b3e9c985699eda1b78fc03f6910c2d32d0939

Aliases

arxiv: 2505.07045 · arxiv_version: 2505.07045v1 · doi: 10.48550/arxiv.2505.07045 · pith_short_12: LABX4TSTVRCI · pith_short_16: LABX4TSTVRCIKZVM · pith_short_8: LABX4TST

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/LABX4TSTVRCIKZVMGOIDJCZ6TS \
  | 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: 58037e4e53ac448566ac3390348b3e9c985699eda1b78fc03f6910c2d32d0939

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b37a4eb3760e070c58e354ddf78cdc04f1ab93df04858a2dfdb500d75be6dfe8",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.ao-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-11T16:33:42Z",
    "title_canon_sha256": "d6daa8b542d9736742998f35a5d48fd9f027e94fb89ab40dc288a499e029a3b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07045",
    "kind": "arxiv",
    "version": 1
  }
}