Pith Number

pith:IGU6PABM

pith:2024:IGU6PABMCBJGRUPLM7VHJWGQD3

not attested not anchored not stored refs pending

NITO: Neural Implicit Fields for Resolution-free Topology Optimization

Amin Heyrani Nobari, Faez Ahmed, Giorgio Giannone, Lyle Regenwetter

arxiv:2402.05073 v1 · 2024-02-07 · 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{IGU6PABMCBJGRUPLM7VHJWGQD3}

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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.

Cited by

2 papers in Pith

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

TopoStyle: Supporting Iterative Design with Generative AI for 2.5D Topology Optimization

Receipt and verification

First computed	2026-07-05T07:42:35.862508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41a9e7802c105268d1eb67ea74d8d01ec5aedf42f0c30faa8d6d68d9400b9070

Aliases

arxiv: 2402.05073 · arxiv_version: 2402.05073v1 · doi: 10.48550/arxiv.2402.05073 · pith_short_12: IGU6PABMCBJG · pith_short_16: IGU6PABMCBJGRUPL · pith_short_8: IGU6PABM

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/IGU6PABMCBJGRUPLM7VHJWGQD3 \
  | 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: 41a9e7802c105268d1eb67ea74d8d01ec5aedf42f0c30faa8d6d68d9400b9070

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "254cdf00b34726d0ab089a5f94001875077bb239a7f5350d2b932b75f1c42c23",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T18:27:29Z",
    "title_canon_sha256": "b3cac1d6522ae86f62d0c9b06a35970afa05a3f3b81a8dee72cbba7ba7e13c83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05073",
    "kind": "arxiv",
    "version": 1
  }
}