Pith. sign in
Pith Number

pith:3M7NMLW2

pith:2026:3M7NMLW2UG36GADLEIX6H55IGO
not attested not anchored not stored refs pending

Boltzmann-Expected Molecular Design with Decoupled Annealing Flows

Richard Beckmann, Roc\'io Mercado, Ross Irwin, Selma Moqvist, Simon Olsson

arxiv:2607.19519 v1 · 2026-07-21 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3M7NMLW2UG36GADLEIX6H55IGO}

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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.
Receipt and verification
First computed 2026-07-23T00:23:54.717116Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

db3ed62edaa1b7e3006b222fe3f7a833971c32007e476618002e78bf44337320

Aliases

arxiv: 2607.19519 · arxiv_version: 2607.19519v1 · doi: 10.48550/arxiv.2607.19519 · pith_short_12: 3M7NMLW2UG36 · pith_short_16: 3M7NMLW2UG36GADL · pith_short_8: 3M7NMLW2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3M7NMLW2UG36GADLEIX6H55IGO \
  | 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: db3ed62edaa1b7e3006b222fe3f7a833971c32007e476618002e78bf44337320
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ac0e438f88d14b062f6900971c6abbc9a1396c20a541c4af576ccb4d37834e11",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-21T19:08:50Z",
    "title_canon_sha256": "5f07cb197dda5b3ff8ff4cc354e1caf6982acf2cedd41a510fbd63e701cfcaa1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.19519",
    "kind": "arxiv",
    "version": 1
  }
}