Pith Number

pith:ZISTJ2GV

pith:2022:ZISTJ2GVKWSIIH4UQCOCJM24TI

not attested not anchored not stored refs pending

Model-free optimization of power/efficiency tradeoffs in quantum thermal machines using reinforcement learning

Frank No\'e, Paolo Andrea Erdman

arxiv:2204.04785 v2 · 2022-04-10 · quant-ph · cond-mat.mes-hall · cs.LG · physics.chem-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{ZISTJ2GVKWSIIH4UQCOCJM24TI}

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

Splitting of nonequilibrium phase transitions in driven Ising models

Receipt and verification

First computed	2026-07-05T07:09:25.683753Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca2534e8d555a4841f94809c24b35c9a3bb85d69f7518c9ce6d7ed4d7ea0e7d4

Aliases

arxiv: 2204.04785 · arxiv_version: 2204.04785v2 · doi: 10.48550/arxiv.2204.04785 · pith_short_12: ZISTJ2GVKWSI · pith_short_16: ZISTJ2GVKWSIIH4U · pith_short_8: ZISTJ2GV

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/ZISTJ2GVKWSIIH4UQCOCJM24TI \
  | 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: ca2534e8d555a4841f94809c24b35c9a3bb85d69f7518c9ce6d7ed4d7ea0e7d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31b5bffc9b12b790ab706ef8ef03c742f4d0221ed4d38533c9ed0759436ea3b5",
    "cross_cats_sorted": [
      "cond-mat.mes-hall",
      "cs.LG",
      "physics.chem-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-04-10T22:44:28Z",
    "title_canon_sha256": "527e00bb7286314375cb7c6cd2027b0b8ed6358351af69b5fca26b1d0df83368"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.04785",
    "kind": "arxiv",
    "version": 2
  }
}