Pith Number

pith:754WANHT

pith:2024:754WANHT3HS5OTPCYMWOJ7KLQX

not attested not anchored not stored refs pending

Solving Boltzmann Optimization Problems with Deep Learning

Fiona Knoll, Jess J. Meyer, John T. Daly

arxiv:2401.17408 v1 · 2024-01-30 · cs.LG · cs.ET · 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{754WANHT3HS5OTPCYMWOJ7KLQX}

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

Geometric Theory of Ising Machines

Receipt and verification

First computed	2026-07-05T07:39:36.435656Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff796034f3d9e5d74de2c32ce4fd4b85e56b828ee592ecce57bb5199ae43a446

Aliases

arxiv: 2401.17408 · arxiv_version: 2401.17408v1 · doi: 10.48550/arxiv.2401.17408 · pith_short_12: 754WANHT3HS5 · pith_short_16: 754WANHT3HS5OTPC · pith_short_8: 754WANHT

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/754WANHT3HS5OTPCYMWOJ7KLQX \
  | 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: ff796034f3d9e5d74de2c32ce4fd4b85e56b828ee592ecce57bb5199ae43a446

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16592ff8d27bac85cf1cb0b60ffd34fc00d478464cf66b8d43d7856bdfff2c64",
    "cross_cats_sorted": [
      "cs.ET",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-30T19:52:02Z",
    "title_canon_sha256": "eb7967a2737e6f32c4b972d9b53628e1b61a43203d4be3a5707a57e7089e689d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.17408",
    "kind": "arxiv",
    "version": 1
  }
}