Pith Number

pith:IPLAE4Y2

pith:2019:IPLAE4Y2CWZWEOSKDPJRVTVDVR

not attested not anchored not stored refs pending

Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model

Erik Nijkamp, Mitch Hill, Song-Chun Zhu, Ying Nian Wu

arxiv:1904.09770 v4 · 2019-04-22 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IPLAE4Y2CWZWEOSKDPJRVTVDVR}

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

1 paper in Pith

Energy-based models for diagnostic reconstruction and analysis in a laboratory plasma device

Receipt and verification

First computed	2026-07-05T00:21:56.437804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43d602731a15b3623a4a1bd31acea3ac7cb70262e6c3a35c2ca320f3390f59cb

Aliases

arxiv: 1904.09770 · arxiv_version: 1904.09770v4 · doi: 10.48550/arxiv.1904.09770 · pith_short_12: IPLAE4Y2CWZW · pith_short_16: IPLAE4Y2CWZWEOSK · pith_short_8: IPLAE4Y2

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/IPLAE4Y2CWZWEOSKDPJRVTVDVR \
  | 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: 43d602731a15b3623a4a1bd31acea3ac7cb70262e6c3a35c2ca320f3390f59cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f3f504910baed1aae09386ae9ff6b0b4fb10ec8ef7dc714a44e84399477c8dc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-04-22T08:48:52Z",
    "title_canon_sha256": "ac5ebbebd20462fd40271197f1b9a861c8f42642c9ee3a3c70edf07430ee2273"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.09770",
    "kind": "arxiv",
    "version": 4
  }
}