Pith Number

pith:FA55VWFW

pith:2022:FA55VWFWUQ4MWZFTMS6CCVI7GY

not attested not anchored not stored refs pending

Deep Learning Assisted End-to-End Synthesis of mm-Wave Passive Networks with 3D EM Structures: A Study on A Transformer-Based Matching Network

Edward Liu, Hua Wang, Minshuo Chen, Siawpeng Er, Tuo Zhao, Yan Li, Yuqi Liu

arxiv:2201.02141 v1 · 2022-01-06 · cs.LG · cs.SY · eess.SP · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FA55VWFWUQ4MWZFTMS6CCVI7GY}

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	2026-07-05T03:46:30.460559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

283bdad8b6a438cb64b364bc21551f3626890342a6c613ede621d8e52b3bb5ec

Aliases

arxiv: 2201.02141 · arxiv_version: 2201.02141v1 · doi: 10.48550/arxiv.2201.02141 · pith_short_12: FA55VWFWUQ4M · pith_short_16: FA55VWFWUQ4MWZFT · pith_short_8: FA55VWFW

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/FA55VWFWUQ4MWZFTMS6CCVI7GY \
  | 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: 283bdad8b6a438cb64b364bc21551f3626890342a6c613ede621d8e52b3bb5ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c29117595015f6c4646d8cb7dfa4fb5e2462559546db59f38d51781071f134a2",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SP",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-06T16:55:41Z",
    "title_canon_sha256": "c05a892bf8c45a90e26551654588cd95a35fdeba5a70900adf0ae82098637711"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.02141",
    "kind": "arxiv",
    "version": 1
  }
}