Pith Number

pith:FW2F4HWC

pith:2025:FW2F4HWCBCZBFZTYXBHROPQTSE

not attested not anchored not stored refs pending

Uncertainty in AI-driven Monte Carlo simulations

Alberto Rosso, Dimitrios Tzivrailis, Eiji Kawasaki

arxiv:2506.14594 v3 · 2025-06-17 · cond-mat.dis-nn · cond-mat.stat-mech · 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{FW2F4HWCBCZBFZTYXBHROPQTSE}

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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

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

Topological defects in out-of-equilibrium systems

Receipt and verification

First computed	2026-06-19T16:10:30.183372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2db45e1ec208b212e678b84f173e1391069e5a59b01897ff6715d20468ad7b2b

Aliases

arxiv: 2506.14594 · arxiv_version: 2506.14594v3 · doi: 10.48550/arxiv.2506.14594 · pith_short_12: FW2F4HWCBCZB · pith_short_16: FW2F4HWCBCZBFZTY · pith_short_8: FW2F4HWC

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/FW2F4HWCBCZBFZTYXBHROPQTSE \
  | 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: 2db45e1ec208b212e678b84f173e1391069e5a59b01897ff6715d20468ad7b2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d737b863c06a81fe01e5f8f2dd8af87499e1323de9d784be535e81e3c64f4ae",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2025-06-17T14:58:39Z",
    "title_canon_sha256": "9dd7c6f2d2fa52cb5ecb81098673c62c77d32c8f5af7f75b39841f5cdbf6b91f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14594",
    "kind": "arxiv",
    "version": 3
  }
}