Pith Number

pith:AUG3VOBG

pith:2018:AUG3VOBGOCK7WDCT7IPVET724O

not attested not anchored not stored refs pending

3D Topology Optimization using Convolutional Neural Networks

Harsh Gehani, Levent Kara, Sagar Patel, Sanket Bhilare, Saurabh Banga

arxiv:1808.07440 v1 · 2018-08-22 · cs.LG · physics.comp-ph · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AUG3VOBGOCK7WDCT7IPVET724O}

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

2 papers in Pith

Physics-Informed Transformer for Real-Time High-Fidelity Topology Optimization

Diffusion Transformers with Hybrid Conditioning for Structural Optimization

Receipt and verification

First computed	2026-05-18T00:07:28.865323Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

050dbab8267095fb0c53fa1f524ffae390993c3772350531cc320adc35144a20

Aliases

arxiv: 1808.07440 · arxiv_version: 1808.07440v1 · doi: 10.48550/arxiv.1808.07440 · pith_short_12: AUG3VOBGOCK7 · pith_short_16: AUG3VOBGOCK7WDCT · pith_short_8: AUG3VOBG

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/AUG3VOBGOCK7WDCT7IPVET724O \
  | 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: 050dbab8267095fb0c53fa1f524ffae390993c3772350531cc320adc35144a20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c20cc6134b0e69aabc91be525380d063352e54f7328ab18dd9a779cd24bf5102",
    "cross_cats_sorted": [
      "physics.comp-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-22T17:03:10Z",
    "title_canon_sha256": "608058035dd526bedb0603357000c01b76643a65c8736c5edbefa48b5e380aa8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.07440",
    "kind": "arxiv",
    "version": 1
  }
}