Pith Number

pith:DOMCBRHC

pith:2025:DOMCBRHCZCH2G3R2RFJFVMA66Y

not attested not anchored not stored refs pending

Machine-learning approaches to accelerating lattice simulations

Scott Lawrence

arxiv:2502.02670 v2 · 2025-02-04 · hep-lat

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DOMCBRHCZCH2G3R2RFJFVMA66Y}

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

2 papers in Pith

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

Machine learning for four-dimensional SU(3) lattice gauge theories

Receipt and verification

First computed	2026-07-05T10:17:35.520738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b9820c4e2c88fa36e3a89525ab01ef6363bc2c43a668a1c10957c19474b2d68

Aliases

arxiv: 2502.02670 · arxiv_version: 2502.02670v2 · doi: 10.48550/arxiv.2502.02670 · pith_short_12: DOMCBRHCZCH2 · pith_short_16: DOMCBRHCZCH2G3R2 · pith_short_8: DOMCBRHC

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/DOMCBRHCZCH2G3R2RFJFVMA66Y \
  | 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: 1b9820c4e2c88fa36e3a89525ab01ef6363bc2c43a668a1c10957c19474b2d68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "427dc6c59cde988dcbe0d2da9abd0258280a6555d134e0be08d2c0d2e22bbf4c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-lat",
    "submitted_at": "2025-02-04T19:18:44Z",
    "title_canon_sha256": "e9e88ab1573a0168b1bb71c9c51858da6cae331f71f80a6024152aee5cf47305"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02670",
    "kind": "arxiv",
    "version": 2
  }
}