Pith Number

pith:GG7SJWLS

pith:2023:GG7SJWLS2S46HJPERQWLQJRUNX

not attested not anchored not stored refs pending

Gauge-equivariant neural networks as preconditioners in lattice QCD

Christoph Lehner, Tilo Wettig

arxiv:2302.05419 v1 · 2023-02-10 · hep-lat · cs.LG · cs.NA · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GG7SJWLS2S46HJPERQWLQJRUNX}

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

Wilson loops with neural networks

Neural network interpolators for Wilson loops

Receipt and verification

First computed	2026-07-05T05:40:39.127854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31bf24d972d4b9e3a5e48c2cb826346ded876336a64e7e6bef581e7f3b8fdb7a

Aliases

arxiv: 2302.05419 · arxiv_version: 2302.05419v1 · doi: 10.48550/arxiv.2302.05419 · pith_short_12: GG7SJWLS2S46 · pith_short_16: GG7SJWLS2S46HJPE · pith_short_8: GG7SJWLS

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/GG7SJWLS2S46HJPERQWLQJRUNX \
  | 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: 31bf24d972d4b9e3a5e48c2cb826346ded876336a64e7e6bef581e7f3b8fdb7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23446fc4651da8d3b0bdc47ffe639e12de075b0471949f4eac05c3f7caf5e784",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-lat",
    "submitted_at": "2023-02-10T18:34:54Z",
    "title_canon_sha256": "e6c8ec38ad4aa751fda08cb2be544eca457001a9886591296d43b2b049b0ec4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.05419",
    "kind": "arxiv",
    "version": 1
  }
}