Pith Number

pith:3WFLJDUT

pith:2022:3WFLJDUTYGT7OCSW2EN6TQKMQG

not attested not anchored not stored refs pending

Neural Optimization Machine: A Neural Network Approach for Optimization

Jie Chen, Yongming Liu

arxiv:2208.03897 v1 · 2022-08-08 · stat.ML · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3WFLJDUTYGT7OCSW2EN6TQKMQG}

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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

Into the Void: Mapping the Unseen Gaps in High Dimensional Data

Receipt and verification

First computed	2026-07-05T04:47:19.442296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd8ab48e93c1a7f70a56d11be9c14c819c3193caea745d01fd2a44402012386d

Aliases

arxiv: 2208.03897 · arxiv_version: 2208.03897v1 · doi: 10.48550/arxiv.2208.03897 · pith_short_12: 3WFLJDUTYGT7 · pith_short_16: 3WFLJDUTYGT7OCSW · pith_short_8: 3WFLJDUT

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/3WFLJDUTYGT7OCSW2EN6TQKMQG \
  | 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: dd8ab48e93c1a7f70a56d11be9c14c819c3193caea745d01fd2a44402012386d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68761300910a16b8f4f8f7213ce2b8e9c2e5143837d4e2a139898d6deb985210",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-08-08T03:34:58Z",
    "title_canon_sha256": "8b9d47d763ebb0ce18ef0fd8e676d7c87a94fd61293ba17dc0016e445af8b186"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.03897",
    "kind": "arxiv",
    "version": 1
  }
}