Pith Number

pith:65VQCORP

pith:2021:65VQCORPWMNIRU65I7UQGRVAFY

not attested not anchored not stored refs pending

Scaling Up Machine Learning For Quantum Field Theory with Equivariant Continuous Flows

Corrado Rainone, Miranda C.N. Cheng, Pim de Haan, Roberto Bondesan

arxiv:2110.02673 v2 · 2021-10-06 · cs.LG · cond-mat.stat-mech · 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{65VQCORPWMNIRU65I7UQGRVAFY}

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

4 papers in Pith

SURF: Separation via Unsupervised Remixing Flow

The critical slowing down in diffusion models

Demonstrating Real Advantage of Machine-Learning-Enhanced Monte Carlo for Combinatorial Optimization

The critical slowing down in diffusion models

Receipt and verification

First computed	2026-07-05T03:35:13.325104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f76b013a2fb31a88d3dd47e90346a02e24c83db769305dd67c1d5266a3f14e03

Aliases

arxiv: 2110.02673 · arxiv_version: 2110.02673v2 · doi: 10.48550/arxiv.2110.02673 · pith_short_12: 65VQCORPWMNI · pith_short_16: 65VQCORPWMNIRU65 · pith_short_8: 65VQCORP

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/65VQCORPWMNIRU65I7UQGRVAFY \
  | 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: f76b013a2fb31a88d3dd47e90346a02e24c83db769305dd67c1d5266a3f14e03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c15e4d2bfa5877558c1b619e57489ce7386b7541f1e87eb641f22586daddb14f",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "hep-lat"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-06T11:48:34Z",
    "title_canon_sha256": "5ad7cb338e702ac4e61d1372da2200061605674c3fd1edb24e2f77f6e6fc987b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.02673",
    "kind": "arxiv",
    "version": 2
  }
}