Pith Number

pith:WCMHWSOW

pith:2022:WCMHWSOW4S2CRCEC3DIHFRVX3A

not attested not anchored not stored refs pending

A machine learning approach to the classification of phase transitions in many flavor QCD

Anirban Lahiri, Christian Schmidt, Frithjof Karsch, Marius Neumann

arxiv:2211.16232 v1 · 2022-11-29 · hep-lat · hep-ph

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WCMHWSOW4S2CRCEC3DIHFRVX3A}

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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

Testing machine-learned distributions against Monte Carlo data for the QCD chiral phase transition

Receipt and verification

First computed	2026-07-05T05:20:24.938835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0987b49d6e4b4288882d8d072c6b7d8059a158f0d354d166993dedb44cecb1b

Aliases

arxiv: 2211.16232 · arxiv_version: 2211.16232v1 · doi: 10.48550/arxiv.2211.16232 · pith_short_12: WCMHWSOW4S2C · pith_short_16: WCMHWSOW4S2CRCEC · pith_short_8: WCMHWSOW

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/WCMHWSOW4S2CRCEC3DIHFRVX3A \
  | 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: b0987b49d6e4b4288882d8d072c6b7d8059a158f0d354d166993dedb44cecb1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8ccf81a3908f41197ecb2af313d3f946f0b024b1240c2553080e6d1e79bdafb",
    "cross_cats_sorted": [
      "hep-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-lat",
    "submitted_at": "2022-11-29T14:12:48Z",
    "title_canon_sha256": "0990e6c17906d8fc81b4e18320663c6708e11b6a936b5dc54c0fd20dd809a2a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.16232",
    "kind": "arxiv",
    "version": 1
  }
}