Pith Number

pith:FWFS6KBX

pith:2022:FWFS6KBXGAKX2RK7WLFS3QGFVC

not attested not anchored not stored refs pending

Aspects of scaling and scalability for flow-based sampling of lattice QCD

Aleksandar Botev, Alexander G. D. G. Matthews, Ali Razavi, Daniel C. Hackett, Danilo J. Rezende, Denis Boyda, Fernando Romero-L\'opez, Julian M. Urban, Kyle Cranmer, Michael S. Albergo, Phiala E. Shanahan, Ryan Abbott, S\'ebastien Racani\`ere

arxiv:2211.07541 v1 · 2022-11-14 · hep-lat · cond-mat.stat-mech · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FWFS6KBXGAKX2RK7WLFS3QGFVC}

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

3 papers in Pith

Scaling flow-based approaches for topology sampling in $\mathrm{SU}(3)$ gauge theory

Scalable Generative Sampling and Multilevel Estimation for Lattice Field Theories Near Criticality

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

Receipt and verification

First computed	2026-07-05T05:15:54.837367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d8b2f283730157d455fb2cb2dc0c5a8aa10a0ba2d358efe22fd239e279e67be

Aliases

arxiv: 2211.07541 · arxiv_version: 2211.07541v1 · doi: 10.48550/arxiv.2211.07541 · pith_short_12: FWFS6KBXGAKX · pith_short_16: FWFS6KBXGAKX2RK7 · pith_short_8: FWFS6KBX

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/FWFS6KBXGAKX2RK7WLFS3QGFVC \
  | 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: 2d8b2f283730157d455fb2cb2dc0c5a8aa10a0ba2d358efe22fd239e279e67be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99dc810089f6e22a6658c201252e3c38c71f578f4ce6a6f075d73da1dddf9b65",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-lat",
    "submitted_at": "2022-11-14T17:07:37Z",
    "title_canon_sha256": "6b2050d0200be7b698a1ed7f0bdfdd6e84d683894c595a76cedbcfd94bf539c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.07541",
    "kind": "arxiv",
    "version": 1
  }
}