Pith Number

pith:HVYDBLS6

pith:2025:HVYDBLS6UJUOE3KFVLHKSPKESK

not attested not anchored not stored refs pending

MC$^2$A: Enabling Algorithm-Hardware Co-Design for Efficient Markov Chain Monte Carlo Acceleration

Jun Yin, Lingyun Yao, Marian Verhelst, Martin Andraud, Shirui Zhao, Wannes Meert

arxiv:2507.12935 v1 · 2025-07-17 · cs.LG · cs.AI · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HVYDBLS6UJUOE3KFVLHKSPKESK}

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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

MCHA: A Memory-Centric Hierarchical Architecture for Parallel-Sequential Computing

Receipt and verification

First computed	2026-07-05T11:38:41.655660Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d7030ae5ea268e26d45aacea93d4492af487c6fa2aca4fee7cbd217e5b246a9

Aliases

arxiv: 2507.12935 · arxiv_version: 2507.12935v1 · doi: 10.48550/arxiv.2507.12935 · pith_short_12: HVYDBLS6UJUO · pith_short_16: HVYDBLS6UJUOE3KF · pith_short_8: HVYDBLS6

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/HVYDBLS6UJUOE3KFVLHKSPKESK \
  | 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: 3d7030ae5ea268e26d45aacea93d4492af487c6fa2aca4fee7cbd217e5b246a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53bb0a48c081e34a2e94a874908235c11ea98261a3341ae9bf464e5f77c653c6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-17T09:20:51Z",
    "title_canon_sha256": "0ac8471755d3ffc33ac2c393fd5586ddfecf2c35df8cc3b2d300e187571ea268"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12935",
    "kind": "arxiv",
    "version": 1
  }
}