Pith Number

pith:R24PDCQP

pith:2022:R24PDCQPSMK4QIE4BQ2KAXQXFK

not attested not anchored not stored refs pending

Applications of Machine Learning to Lattice Quantum Field Theory

Andrei Alexandru, Biagio Lucini, Daniel C. Hackett, Denis Boyda, Gert Aarts, Lena Funcke, Phiala E. Shanahan, Salvatore Cal\`i, Sam Foreman, Xiao-Yong Jin, Yin Lin

arxiv:2202.05838 v1 · 2022-02-10 · hep-lat · cs.LG · hep-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{R24PDCQPSMK4QIE4BQ2KAXQXFK}

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

6 papers in Pith

Higher-order hopping-parameter expansion by human-AI collaboration

Lattice fermion formulation via Physics-Informed Neural Networks: Ginsparg-Wilson relation and Overlap fermions

CNN-Based Online Trigger for QGP Event Selection

Lattice fermion formulation via Physics-Informed Neural Networks: Ginsparg-Wilson relation and Overlap fermions

AI and the Research-Education Environment of Physics

Receipt and verification

First computed	2026-07-05T03:56:18.551874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8eb8f18a0f9315c8209c0c34a05e172a9581c9709cdbdca482b9c25aee2f6917

Aliases

arxiv: 2202.05838 · arxiv_version: 2202.05838v1 · doi: 10.48550/arxiv.2202.05838 · pith_short_12: R24PDCQPSMK4 · pith_short_16: R24PDCQPSMK4QIE4 · pith_short_8: R24PDCQP

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/R24PDCQPSMK4QIE4BQ2KAXQXFK \
  | 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: 8eb8f18a0f9315c8209c0c34a05e172a9581c9709cdbdca482b9c25aee2f6917

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62bc7e9bdc5f44e9a70f7744f55c84e24e8f6f128b93d9cb548b73876f2a29b9",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-lat",
    "submitted_at": "2022-02-10T22:59:40Z",
    "title_canon_sha256": "c8e95918c8b8701002c9eea2928af2c4c4370eb86a2e9d7928b28e519bde1e09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.05838",
    "kind": "arxiv",
    "version": 1
  }
}