Pith Number

pith:RS27PI6Q

pith:2026:RS27PI6QA35V2UH5FC4AXWX7U2

not attested not anchored not stored refs pending

Introduction to the artificial neural network-based variational Monte Carlo method

William Freitas

arxiv:2603.15460 v2 · 2026-03-16 · physics.comp-ph

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RS27PI6QA35V2UH5FC4AXWX7U2}

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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

1 paper in Pith

Introduction to the artificial neural network-based variational Monte Carlo method

Receipt and verification

First computed	2026-05-20T00:04:28.495925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cb5f7a3d006fb5d50fd28b80bdaffa6b71ed9d81e925d2224be86fc08ec8cde

Aliases

arxiv: 2603.15460 · arxiv_version: 2603.15460v2 · doi: 10.48550/arxiv.2603.15460 · pith_short_12: RS27PI6QA35V · pith_short_16: RS27PI6QA35V2UH5 · pith_short_8: RS27PI6Q

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/RS27PI6QA35V2UH5FC4AXWX7U2 \
  | 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: 8cb5f7a3d006fb5d50fd28b80bdaffa6b71ed9d81e925d2224be86fc08ec8cde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3922bac5735952fcd175e34203b3f9040ae70cb3924b1cf83f2ae6e3067007ec",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2026-03-16T15:56:43Z",
    "title_canon_sha256": "51114274b695620386b411e4429bd602ef5b9a288d1c06bb7be2151e15b38330"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.15460",
    "kind": "arxiv",
    "version": 2
  }
}