Pith Number

pith:ZEI44ZXY

pith:2024:ZEI44ZXYWAPYCGCPBROYKPLZD4

not attested not anchored not stored refs pending

Variational methods for Learning Multilevel Genetic Algorithms using the Kantorovich Monad

Anja M\"osch, Cameron Smith, Francesco Alesiani, Jonathan Warrell, Martin Renqiang Min

arxiv:2411.09779 v1 · 2024-11-14 · q-bio.PE · cs.NE · math.CT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZEI44ZXYWAPYCGCPBROYKPLZD4}

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.

Receipt and verification

First computed	2026-07-05T09:35:38.087846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c911ce66f8b01f81184f0c5d853d791f0157c91b305b6c9fa60918f42b4c8de2

Aliases

arxiv: 2411.09779 · arxiv_version: 2411.09779v1 · doi: 10.48550/arxiv.2411.09779 · pith_short_12: ZEI44ZXYWAPY · pith_short_16: ZEI44ZXYWAPYCGCP · pith_short_8: ZEI44ZXY

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/ZEI44ZXYWAPYCGCPBROYKPLZD4 \
  | 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: c911ce66f8b01f81184f0c5d853d791f0157c91b305b6c9fa60918f42b4c8de2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ff68b5a921215effded95259e3583f12d7376327e1610527fa5d08f8aeddc21",
    "cross_cats_sorted": [
      "cs.NE",
      "math.CT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.PE",
    "submitted_at": "2024-11-14T19:47:19Z",
    "title_canon_sha256": "77a9e35a88cf644e12d715e95a511fbe735ccc448198c750b96f8f9ef1823e90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09779",
    "kind": "arxiv",
    "version": 1
  }
}