Pith Number

pith:GOD4E3H7

pith:2023:GOD4E3H7CTCFGOWAMBRWXDAPIO

not attested not anchored not stored refs pending

Diffusing the Optimal Topology: A Generative Optimization Approach

Faez Ahmed, Giorgio Giannone

arxiv:2303.09760 v1 · 2023-03-17 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GOD4E3H7CTCFGOWAMBRWXDAPIO}

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

On the Generalization in Topology Optimization via Sensitivity-Conditioned Bernoulli Flow Matching

Receipt and verification

First computed	2026-07-05T05:52:00.484362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3387c26cff14c4533ac060636b8c0f43b1d41c9092121fa68937581c5566a29e

Aliases

arxiv: 2303.09760 · arxiv_version: 2303.09760v1 · doi: 10.48550/arxiv.2303.09760 · pith_short_12: GOD4E3H7CTCF · pith_short_16: GOD4E3H7CTCFGOWA · pith_short_8: GOD4E3H7

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/GOD4E3H7CTCFGOWAMBRWXDAPIO \
  | 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: 3387c26cff14c4533ac060636b8c0f43b1d41c9092121fa68937581c5566a29e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1999b7efa3915aa60e9c16d567deb0a4e88105432b7b5568d30991f6296591a",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-17T03:47:10Z",
    "title_canon_sha256": "6c8ea939db364463b2b0d722782e6f165a2d140e0dc58d873806ca72a1c9a9ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.09760",
    "kind": "arxiv",
    "version": 1
  }
}