Pith Number

pith:TALM4XO5

pith:2021:TALM4XO5Y6C6SQGCXNCJCOQCWT

not attested not anchored not stored refs pending

Neural Network Branch-and-Bound for Neural Network Verification

Florian Jaeckle, Jingyue Lu, M. Pawan Kumar

arxiv:2107.12855 v1 · 2021-07-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TALM4XO5Y6C6SQGCXNCJCOQCWT}

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

Specification Generation for Neural Networks in Systems

Receipt and verification

First computed	2026-07-05T03:01:01.419496Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9816ce5dddc785e940c2bb44913a02b4d53bbc9a9b824752e93bf41954297b29

Aliases

arxiv: 2107.12855 · arxiv_version: 2107.12855v1 · doi: 10.48550/arxiv.2107.12855 · pith_short_12: TALM4XO5Y6C6 · pith_short_16: TALM4XO5Y6C6SQGC · pith_short_8: TALM4XO5

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/TALM4XO5Y6C6SQGCXNCJCOQCWT \
  | 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: 9816ce5dddc785e940c2bb44913a02b4d53bbc9a9b824752e93bf41954297b29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64541231f424b0bc59a16e624fe1395f98cb6741551bb1cde65f2bf2a0605f33",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-27T14:42:57Z",
    "title_canon_sha256": "03f6a005fcaec4bcc71808f892c8f94197ffe95f05587e564ae0c5cf574a78d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.12855",
    "kind": "arxiv",
    "version": 1
  }
}