Pith Number

pith:XGZFWOML

pith:2020:XGZFWOMLCQZUHSREG6N56MQSQ7

not attested not anchored not stored refs pending

Adding machine learning within Hamiltonians: Renormalization group transformations, symmetry breaking and restoration

Biagio Lucini, Dimitrios Bachtis, Gert Aarts

arxiv:2010.00054 v2 · 2020-09-30 · hep-lat · cond-mat.dis-nn · cond-mat.stat-mech · cs.LG · hep-th

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XGZFWOMLCQZUHSREG6N56MQSQ7}

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

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

Receipt and verification

First computed	2026-07-05T02:15:29.392879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9b25b398b143343ca24379bdf321287dfa9b504b2826ae39d98528409b7498f

Aliases

arxiv: 2010.00054 · arxiv_version: 2010.00054v2 · doi: 10.48550/arxiv.2010.00054 · pith_short_12: XGZFWOMLCQZU · pith_short_16: XGZFWOMLCQZUHSRE · pith_short_8: XGZFWOML

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/XGZFWOMLCQZUHSREG6N56MQSQ7 \
  | 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: b9b25b398b143343ca24379bdf321287dfa9b504b2826ae39d98528409b7498f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47a72c5e36e3773066b831b2a59fc50c749deb149477893c8c26f74c3145e193",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.stat-mech",
      "cs.LG",
      "hep-th"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-lat",
    "submitted_at": "2020-09-30T18:44:18Z",
    "title_canon_sha256": "2be545b7811c2cc4b777e90eb764cfac46b96c48f1572fae2da870f7510b273b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.00054",
    "kind": "arxiv",
    "version": 2
  }
}