Pith Number

pith:TCGJUUTW

pith:2024:TCGJUUTWL26TTEK37F6DZQFREG

not attested not anchored not stored refs pending

Machine learning a fixed point action for SU(3) gauge theory with a gauge equivariant convolutional neural network

Andreas Ipp, David I. M\"uller, Kieran Holland, Urs Wenger

arxiv:2401.06481 v2 · 2024-01-12 · hep-lat · cs.LG · hep-ph · stat.ML

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

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\usepackage{pith}
\pithnumber{TCGJUUTWL26TTEK37F6DZQFREG}

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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

5 papers in Pith

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

FLAG Review 2024

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

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

Receipt and verification

First computed	2026-07-05T09:14:53.531870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

988c9a52765ebd39915bf97c3cc0b12189687567eeaa79d289d3c7cf83f6d00a

Aliases

arxiv: 2401.06481 · arxiv_version: 2401.06481v2 · doi: 10.48550/arxiv.2401.06481 · pith_short_12: TCGJUUTWL26T · pith_short_16: TCGJUUTWL26TTEK3 · pith_short_8: TCGJUUTW

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/TCGJUUTWL26TTEK37F6DZQFREG \
  | 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: 988c9a52765ebd39915bf97c3cc0b12189687567eeaa79d289d3c7cf83f6d00a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88e8c7d2c506395536ea8db959198045b5e420477efaad44df63d76f04474cee",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-lat",
    "submitted_at": "2024-01-12T10:03:00Z",
    "title_canon_sha256": "58a78ee519a922eec507ad8871b4aee5902abad2add79704da5d995eb5b8b764"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06481",
    "kind": "arxiv",
    "version": 2
  }
}