Pith Number

pith:VPVYQTAQ

pith:2025:VPVYQTAQYS6EVFGWW3AWLGMBEH

not attested not anchored not stored refs pending

Deep reinforcement learning-based joint real-time energy scheduling for green buildings with heterogeneous battery energy storage devices

Chi Liu, Jiawei Zhou, Kai Ma, Meng Yuan, Yazhou Yuan, Zhezhuang Xu

arxiv:2506.06824 v2 · 2025-06-07 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VPVYQTAQYS6EVFGWW3AWLGMBEH}

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	2026-07-05T11:25:11.875052Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abeb884c10c4bc4a94d6b6c165998121cf7b2a9cc4285f81dbc8b4827c4a5153

Aliases

arxiv: 2506.06824 · arxiv_version: 2506.06824v2 · doi: 10.48550/arxiv.2506.06824 · pith_short_12: VPVYQTAQYS6E · pith_short_16: VPVYQTAQYS6EVFGW · pith_short_8: VPVYQTAQ

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/VPVYQTAQYS6EVFGWW3AWLGMBEH \
  | 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: abeb884c10c4bc4a94d6b6c165998121cf7b2a9cc4285f81dbc8b4827c4a5153

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f30a2f53c18bb0c609e91ac7e6eac0d6683df819e238c00d438ef42847f221d7",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-06-07T15:01:52Z",
    "title_canon_sha256": "b331f78025c11aa656f78ec5a61d4546f2a760d713757fc1d3b8e2abb742f4b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06824",
    "kind": "arxiv",
    "version": 2
  }
}