Pith Number

pith:V3NDZ6KO

pith:2024:V3NDZ6KORGVZ4LIYM57OBYCW6F

not attested not anchored not stored refs pending

Model Based and Physics Informed Deep Learning Neural Network Structures

Ali Mohammad-Djafari, Caifang Cai, Liang Yu, Li Wang, Ning Chu

arxiv:2408.07104 v1 · 2024-08-13 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V3NDZ6KORGVZ4LIYM57OBYCW6F}

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.

Receipt and verification

First computed	2026-07-05T08:55:10.926228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aeda3cf94e89ab9e2d18677ee0e056f16dd0bae690e05b8e8aa318da6413fe2f

Aliases

arxiv: 2408.07104 · arxiv_version: 2408.07104v1 · doi: 10.48550/arxiv.2408.07104 · pith_short_12: V3NDZ6KORGVZ · pith_short_16: V3NDZ6KORGVZ4LIY · pith_short_8: V3NDZ6KO

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/V3NDZ6KORGVZ4LIYM57OBYCW6F \
  | 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: aeda3cf94e89ab9e2d18677ee0e056f16dd0bae690e05b8e8aa318da6413fe2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a4107976699a842507a76814fbe678bf8fe11df10b3a17def5a5b84c501b3e6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-13T07:28:38Z",
    "title_canon_sha256": "d74406989a79d9f4508f8572a11307cb2964ec688a299ba84fb5ae4c76c6f993"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07104",
    "kind": "arxiv",
    "version": 1
  }
}