Pith Number

pith:3M45S5QI

pith:2025:3M45S5QIDK7BGYMO7QNU4M5NNN

not attested not anchored not stored refs pending

Liquid Neural Networks: Next-Generation AI for Telecom from First Principles

Chen Zhu, Chongwen Huang, Fenghao Zhu, Xinquan Wang

arxiv:2504.02352 v1 · 2025-04-03 · cs.IT · eess.SP · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3M45S5QIDK7BGYMO7QNU4M5NNN}

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	2026-07-05T10:43:55.380091Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db39d976081abe13618efc1b4e33ad6b47f6dd95aa9d8729bd5063bb998fd01f

Aliases

arxiv: 2504.02352 · arxiv_version: 2504.02352v1 · doi: 10.48550/arxiv.2504.02352 · pith_short_12: 3M45S5QIDK7B · pith_short_16: 3M45S5QIDK7BGYMO · pith_short_8: 3M45S5QI

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/3M45S5QIDK7BGYMO7QNU4M5NNN \
  | 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: db39d976081abe13618efc1b4e33ad6b47f6dd95aa9d8729bd5063bb998fd01f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6ee6e4cedf351a5de3b326cb89180d376efb4bce788a0baa0643d07c39b39ab",
    "cross_cats_sorted": [
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-04-03T07:41:04Z",
    "title_canon_sha256": "2006076d7fb884cad0a8b767dddd993ff799a69c01d33a15b9e1a358d7fd6bb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02352",
    "kind": "arxiv",
    "version": 1
  }
}