Pith Number

pith:VSCSVD73

pith:2022:VSCSVD73WUZXPRVI5J6MGDVZAY

not attested not anchored not stored refs pending

Semi-analytical Industrial Cooling System Model for Reinforcement Learning

Cosmin Paduraru, Crystal Qian, Emre Karagozler, Gautam Bajaj, Jared Quincy Davis, Jerry Luo, Octavian Voicu, Piotr Trochim, Praneet Dutta, Richard Chippendale, Sims Witherspoon, Yuri Chervonyi

arxiv:2207.13131 v1 · 2022-07-26 · cs.AI · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VSCSVD73WUZXPRVI5J6MGDVZAY}

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	2026-07-05T04:44:03.385657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac852a8ffbb53377c6a8ea7cc30eb906160e6957bfb2761be7f119ff71899772

Aliases

arxiv: 2207.13131 · arxiv_version: 2207.13131v1 · doi: 10.48550/arxiv.2207.13131 · pith_short_12: VSCSVD73WUZX · pith_short_16: VSCSVD73WUZXPRVI · pith_short_8: VSCSVD73

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/VSCSVD73WUZXPRVI5J6MGDVZAY \
  | 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: ac852a8ffbb53377c6a8ea7cc30eb906160e6957bfb2761be7f119ff71899772

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee84556638be1f28bd923ff3bd530fd89f16f36182ea3b8a51e650df8401b797",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-07-26T18:19:17Z",
    "title_canon_sha256": "67465159ff4e5327b27b4af95ae91d47292b4139894ef3409dbc2af5cd06c5f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.13131",
    "kind": "arxiv",
    "version": 1
  }
}