Pith Number

pith:QE7TONMZ

pith:2017:QE7TONMZDMLAOIHUA62M4R6OWJ

not attested not anchored not stored refs pending

Neural networks for topology optimization

Ivan Oseledets, Ivan Sosnovik

arxiv:1709.09578 v1 · 2017-09-27 · cs.LG · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QE7TONMZDMLAOIHUA62M4R6OWJ}

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

Meta-neural Topology Optimization: Knowledge Infusion with Meta-learning

Receipt and verification

First computed	2026-05-18T00:34:11.242683Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

813f3735991b160720f407b4ce47ceb271ba0409b22448d2a02106dfc4399a41

Aliases

arxiv: 1709.09578 · arxiv_version: 1709.09578v1 · doi: 10.48550/arxiv.1709.09578 · pith_short_12: QE7TONMZDMLA · pith_short_16: QE7TONMZDMLAOIHU · pith_short_8: QE7TONMZ

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/QE7TONMZDMLAOIHUA62M4R6OWJ \
  | 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: 813f3735991b160720f407b4ce47ceb271ba0409b22448d2a02106dfc4399a41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "002ea03ccde39512d56eaf020215af332bdb970ce98bfad7ed4583fbee638a97",
    "cross_cats_sorted": [
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-09-27T15:22:00Z",
    "title_canon_sha256": "5d47e1af2c8824732ac4f771b50e51053b88c7d7f4d1eea567bef91d7aeb25a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.09578",
    "kind": "arxiv",
    "version": 1
  }
}