Pith Number

pith:N3YEHX4O

pith:2019:N3YEHX4ODV3N4ITAC6ZPIBYWM7

not attested not anchored not stored refs pending

Asymptotically unbiased estimation of physical observables with neural samplers

Kim A. Nicoli, Klaus-Robert M\"uller, Nils Strodthoff, Pan Kessel, Shinichi Nakajima, Wojciech Samek

arxiv:1910.13496 v2 · 2019-10-29 · cond-mat.stat-mech · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N3YEHX4ODV3N4ITAC6ZPIBYWM7}

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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

2 papers in Pith

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

Sampling two-dimensional spin systems with transformers

Receipt and verification

First computed	2026-07-05T02:04:04.473866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ef043df8e1d76de226017b2f4071667dda9b2e51949987c77b47ec3195e9549

Aliases

arxiv: 1910.13496 · arxiv_version: 1910.13496v2 · doi: 10.48550/arxiv.1910.13496 · pith_short_12: N3YEHX4ODV3N · pith_short_16: N3YEHX4ODV3N4ITA · pith_short_8: N3YEHX4O

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/N3YEHX4ODV3N4ITAC6ZPIBYWM7 \
  | 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: 6ef043df8e1d76de226017b2f4071667dda9b2e51949987c77b47ec3195e9549

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4a81c03ac85c350a20ce8857733ae0be1f2dc22b5151b83a07f064a3449207a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.stat-mech",
    "submitted_at": "2019-10-29T19:40:08Z",
    "title_canon_sha256": "48791b32b7d66342eade42d54b40dc814bdd2e8805285e2bb893972b95cc5332"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.13496",
    "kind": "arxiv",
    "version": 2
  }
}